Enzymatic hydrolysis of old corrugated cardboard (OCC) fines from recycled linerboard mill waste rejects
A significant fraction of short fibers (fines) is produced while recycling Old Corrugated Containerboards (OCC), which are usually rejected as solid waste stream, requiring landfilling and posing environmental problems. The major component of these fines rejects are primarily cellulose that can be hydrolyzed into sugars for possible fermentation into biofuels, bioplastics or other sugar based products. Use of fines also offers benefits such as negative costs and production of fermentable sugars without requiring complex pretreatment processes, now required to hydrolyze and eliminate inhibitors from hydrolyzate. Enzymatic hydrolysis of reject fines from a recycled OCC mill, employing different strains of cellulases, were investigated. Fillers (up to 30 mass %) in the fines increases the required dosage of enzymes and costs. Enzyme loading can be lowered by addition of surfactants to reduce their inhibitory activity. The nonionic surfactant Triton X-80 improved hydrolysis yields by up to 10 percent points.
The present application is a non-provisional of, and claims priority from, U.S. Provisional Patent Application No. 61/953,152, filed Mar. 14, 2014, the entirety of which is expressly incorporated herein by reference.
FIELD OF THE INVENTIONThis invention relates to processing of cellulosic solid waste from paper related industries for extraction of fermentable sugars.
BACKGROUND OF THE INVENTIONRising oil prices, unstable supply and the demand for sustainable environmental friendly energy sources has increase the interest in research and development of bio-energy sources such as bio-ethanol. Carbohydrates are a natural resource commonly available as lignocellulosic biomass that can be hydrolyzed into sugars to be further converted via fermentative or thermochemical processes into useful products [1]. Among the important products that can be derived are ethanol (cellulosic), butanol and similar advanced fuels, platform chemicals such as acetone, furfural, levulinic acid, gamma valerolactone and bioplastics such as polyhydroxy butyrates or valerates [1-3]. These products are a substitute for fossil fuels or starch based carbohydrates, thus providing an alternate sustainable resource. The plastics are biodegradable and thus are beneficial to the environment in comparison to petrochemicals and their derivatives [4]. Cellulosic biomass is a promising material for bio-energy that avoids the usage of corn and other food grains and thus avoids the necessity of competing with edible sugars.
One of the biggest markets using cellulosic biomass is the pulp and paper industry. The global production of paper and paperboard was 403 million tons in 2011. This amount is about 30% of the industrial round-wood. The recycling rate of paper has been gradually increasing from 50% in 2007 to 53% in 2011. North America now has the highest recovery rate (64% in 2011), followed by Europe (58%) and the Asia-Pacific region (48%) [5]. This process of recycling pulp and papers is to reduce cost and to have a sustainable environmental policy. [6-8].
Repeated recycling of pulp decreases the length of fibers which become shorter and stiffer, losing their ability to bond within the paper sheet. At a certain stage, their net contribution to the sheet becomes negative and they need to be rejected. These short fibers known as fines are recovered from the wastewater stream and typically sent to landfills. The solid residue can also be applied for land use or animal bedding [9-12]. However, the fines can be a very useful resource for sugar production because they are predominantly composed of cellulose which could be converted into glucose and other monomeric sugars. Currently, some paper companies pay $25 to $80/(wet) ton for disposal of the fines [9, 13, 14]. Besides their cost advantage, the supply of fines from paper mills is fairly homogeneous and thus there is minimal influence of seasonal or weather related supply challenges compared to other agricultural biomass [6, 8].
A number of different processes including incineration, gasification and pyrolysis may be used for treating this waste fines stream [10]. However, given their energy consumption and complex processes, direct hydrolysis of the cellulose into sugars can be particularly attractive due to the simplicity of the process and ready use of the sugar solution after concentration [15]. These sugars can be used as a feedstock for conversions into biofuels and bioplastics such as polyhydroxy alkanoates or into platform chemicals such as succinic acid, lactic acid, levulinic acid and furfurals [1, 16-18].
Of the varieties of papermill fines rejects, those from recycled pulp mills using old corrugated cartons are particularly important. Some modern OCC mills find that rejecting ‘inactive’ fines into the waste stream can be more profitable than using them in the manufactured product, particularly recycled linerboard. The reject stream thus contains higher cellulosic fines contents and typically lower minerals than deinked pulp rejects in the waste streams of fine papers or tissue mills.
Lignocellulosic materials are excellent sources for energy products, platform chemicals and bioplastics. Sugars produced by the degradation of carbohydrate polymers can be fermented into ethanol and butanol as energy sources. Sugars and cellulose degradation compounds can serve as platform chemicals in the production of bulk chemicals and they can also be used as feedstocks for microbial production of plastics such as polyhydroxy alkanoates (PHA).
The waste stream from recycled paper mills contains cellulosic fines and also particles of mineral origin, typically clay or calcium carbonate from the fillers and coatings used in the waste paper. The cellulosic fines are easily hydrolyzable by either acid or enzymatic processes. In the enzymatic process, a cocktail of cellulose enzymes acts progressively and sequentially to open up the cellulose crystalline structure and depolymerize it, producing monomeric sugars. The sugars are primarily glucose and certain other common hexoses which are fermentable into ethanol, butanol or other products, leading to bioplastics such as polyhydroxy alkanoates (PHA).
See, U.S. Pat. Nos. and Published patent application Nos. 8,395,023; 8,394,617; 8,394,616; 8,389,260; 8,389,259; 8,389,258; 8,389,257; 8,389,256; 8,389,255; 8,389,254; 8,377,659; 8,372,598; 8,367,819; 8,362,322; 8,361,767; 8,361,762; 8,357,523; 8,354,263; 8,343,747; 8,334,430; 8,328,947; 8,323,947; 8,318,461; 8,317,975; 8,309,328; 8,298,802; 8,298,799; 8,298,795; 8,293,508; 8,288,148; 8,288,144; 8,283,150; 8,278,260; 8,278,079; 8,273,559; 8,257,959; 8,247,647; 8,247,203; 8,241,881; 8,241,461; 8,236,551; 8,236,546; 8,236,542; 8,236,535; 8,232,080; 8,227,236; 8,217,227; 8,216,815; 8,212,087; 8,206,964; 8,206,963; 8,202,831; 8,202,709; 8,192,968; 8,178,336; 8,173,410; 8,168,038; 8,158,397; 8,148,579; 8,148,133; 8,143,480; 8,143,050; 8,142,620; 8,133,711; 8,119,385; 8,114,974; 8,114,655; 8,101,398; 8,101,393; 8,101,024; 8,097,445; 8,097,442; 8,093,037; 8,092,647; 8,083,906; 8,080,398; 8,071,351; 8,071,349; 8,067,222; 8,063,201; 8,061,362; 8,043,839; 8,043,837; 8,034,592; 8,030,050; 8,017,820; 8,017,372; 8,008,056; 7,998,711; 7,993,898; 7,993,890; 7,993,463; 7,981,646; 7,981,644; 7,981,643; 7,977,450; 7,972,832; 7,967,904; 7,964,383; 7,960,528; 7,960,160; 7,960,151; 7,960,148; 7,960,146; 7,954,734; 7,951,571; 7,951,570; 7,947,813; 7,946,295; 7,943,363; 7,939,488; 7,932,072; 7,932,065; 7,931,784; 7,927,854; 7,923,236; 7,923,235; 7,923,233; 7,910,347; 7,906,704; 7,901,511; 7,887,862; 7,875,292; 7,867,745; 7,838,666; 7,829,732; 7,816,581; 7,811,799; 7,810,507; 7,807,434; 7,803,601; 7,786,351; 7,786,350; 7,785,854; 7,754,457; 7,741,089; 7,732,173; 7,727,754; 7,727,746; 7,723,568; 7,709,697; 7,682,811; 7,670,813; 7,659,099; 7,651,582; 7,642,079; 7,632,479; 7,611,882; 7,601,529; 7,592,434; 7,592,163; 7,585,652; 7,582,462; 7,547,534; 7,527,959; 7,504,120; 7,503,981; 7,459,299; 7,452,707; 7,449,550; 7,449,319; 7,431,942; 7,407,788; 7,399,855; 7,399,485; 7,381,553; 7,361,736; 7,351,573; 7,351,568; 7,344,871; 7,320,886; 7,273,742; 7,226,773; 7,226,772; 7,198,925; 7,183,093; 7,172,891; 7,144,716; 7,083,673; 7,070,805; 7,067,303; 7,056,721; 7,049,125; 7,048,952; 7,045,332; 7,045,331; 7,033,811; 7,005,289; 6,982,159; 6,911,565; 6,908,995; 6,894,199; 6,878,199; 6,855,531; 6,818,434; 6,815,192; 6,768,001; 6,713,460; 6,630,340; 6,620,605; 6,566,114; 6,555,335; 6,555,228; 6,500,658; 6,451,063; 6,444,653; 6,420,165; 6,399,351; 6,387,690; 6,333,181; 6,328,994; 6,268,197; 6,268,196; 6,228,630; 6,207,436; 6,197,564; 6,174,700; 6,153,413; 6,140,105; 6,132,998; 6,130,076; 6,110,712; 6,080,567; 6,074,856; 6,069,136; 6,048,715; 6,017,740; 6,013,490; 6,010,870; 6,008,176; 6,005,141; 6,001,639; 5,989,887; 5,962,278; 5,962,277; 5,908,649; 5,885,819; 5,874,276; 5,871,550; 5,866,392; 5,863,783; 5,861,271; 5,792,630; 5,786,313; 5,770,010; 5,747,082; 5,705,369; 5,693,518; 5,683,911; 5,554,520; 5,518,902; 5,505,950; 5,503,996; 5,487,989; 5,464,832; 5,458,899; 5,437,992; 5,424,417; 5,424,202; 5,416,210; 5,395,623; 5,395,455; 5,391,561; 5,302,592; 5,300,672; 5,292,762; 5,179,127; 5,171,570; 5,170,620; 5,166,390; 5,151,447; 5,149,524; 5,118,681; 5,112,382; 5,102,898; 5,091,399; 5,081,026; 5,059,654; 5,055,308; 5,037,663; 5,023,275; 4,975,459; 4,950,597; 4,851,394; 4,831,127; 4,713,118; 4,694,906; 4,628,029; 4,594,130; 4,540,587; 4,431,675; 4,321,360; 4,321,328; 4,321,278; 4,292,406; 4,275,163; 4,260,685; 4,235,968; 4,058,411; 4,017,642; 3,990,944; 20130065270; 20130060070; 20130052713; 20130052698; 20130052694; 20130052693; 20130046120; 20130046119; 20130046032; 20130045891; 20130040352; 20130035525; 20130035524; 20130035523; 20130035522; 20130035521; 20130035520; 20130035519; 20130035518; 20130035516; 20130034891; 20130034888; 20130032466; 20130030215; 20130029382; 20130023608; 20130014293; 20130012424; 20130011895; 20130011887; 20130011886; 20120329104; 20120329100; 20120329096; 20120325203; 20120323050; 20120323049; 20120322121; 20120322078; 20120321581; 20120316376; 20120316330; 20120315683; 20120309060; 20120301944; 20120291160; 20120289607; 20120289450; 20120283493; 20120282664; 20120277491; 20120277490; 20120277489; 20120277488; 20120277487; 20120277486; 20120277485; 20120277483; 20120277482; 20120277481; 20120277480; 20120276595; 20120276594; 20120273339; 20120273338; 20120270298; 20120270289; 20120270278; 20120270270; 20120266329; 20120266328; 20120264107; 20120252085; 20120245336; 20120238785; 20120237984; 20120237983; 20120231510; 20120220513; 20120216705; 20120214209; 20120211184; 20120210467; 20120209034; 20120208235; 20120199299; 20120199298; 20120196338; 20120190840; 20120190076; 20120190054; 20120184020; 20120184007; 20120178975; 20120165562; 20120165517; 20120164709; 20120164696; 20120159840; 20120159839; 20120157725; 20120157721; 20120156754; 20120156741; 20120156162; 20120156161; 20120156160; 20120156159; 20120156158; 20120156157; 20120156156; 20120156155; 20120151827; 20120149949; 20120149077; 20120149065; 20120146468; 20120142886; 20120142068; 20120142065; 20120142046; 20120135500; 20120135499; 20120135489; 20120129696; 20120129229; 20120111321; 20120108798; 20120107892; 20120107888; 20120107887; 20120107881; 20120107880; 20120101250; 20120100587; 20120100045; 20120094358; 20120094355; 20120094343; 20120083019; 20120079665; 20120077247; 20120077216; 20120066781; 20120064609; 20120064592; 20120064579; 20120059197; 20120052534; 20120046501; 20120045812; 20120045811; 20120041075; 20120040435; 20120040409; 20120036769; 20120036768; 20120036599; 20120035400; 20120030838; 20120029247; 20120028325; 20120028306; 20120021490; 20120021092; 20120015422; 20120015408; 20120010448; 20120010447; 20120010446; 20120010445; 20120010444; 20120010443; 20120010440; 20120010439; 20120010438; 20120010437; 20120010436; 20120009640; 20120009634; 20120009631; 20120006320; 20120005949; 20120003704; 20120003703; 20120003701; 20110319849; 20110318798; 20110318796; 20110315154; 20110314726; 20110312058; 20110312055; 20110312048; 20110306117; 20110306083; 20110300586; 20110296555; 20110296543; 20110294181; 20110294165; 20110294164; 20110275130; 20110271875; 20110269201; 20110268858; 20110262985; 20110262984; 20110251377; 20110250674; 20110250667; 20110250638; 20110250635; 20110239333; 20110237769; 20110236339; 20110236338; 20110236337; 20110236336; 20110236335; 20110233042; 20110232164; 20110232163; 20110232162; 20110232161; 20110232160; 20110229959; 20110229956; 20110224416; 20110212505; 20110212499; 20110207192; 20110190488; 20110185456; 20110183379; 20110178261; 20110177573; 20110177565; 20110177561; 20110171709; 20110171705; 20110165661; 20110165660; 20110159544; 20110155559; 20110152812; 20110152370; 20110152369; 20110152368; 20110150857; 20110146138; 20110144241; 20110143398; 20110139662; 20110139659; 20110139658; 20110139657; 20110138502; 20110136908; 20110136907; 20110136196; 20110136174; 20110130488; 20110129887; 20110129881; 20110129880; 20110125118; 20110124074; 20110124058; 20110117619; 20110117067; 20110111456; 20110100359; 20110097786; 20110095111; 20110093965; 20110091950; 20110091940; 20110086410; 20110086408; 20110081697; 20110081412; 20110081336; 20110081335; 20110076743; 20110065910; 20110061666; 20110053245; 20110046422; 20110045544; 20110040058; 20110039320; 20110039317; 20110039309; 20110039308; 20110035839; 20110035838; 20110033391; 20110028672; 20110027837; 20110027346; 20110020874; 20110016545; 20110014672; 20110003345; 20110003341; 20110000125; 20100330633; 20100319862; 20100317087; 20100317059; 20100312028; 20100304440; 20100304439; 20100298612; 20100297721; 20100297704; 20100287826; 20100285534; 20100279361; 20100279354; 20100273214; 20100268000; 20100267110; 20100263264; 20100240128; 20100223694; 20100221819; 20100221784; 20100216200; 20100212091; 20100196978; 20100196977; 20100189706; 20100184178; 20100184175; 20100179315; 20100167371; 20100167370; 20100160201; 20100159566; 20100159553; 20100159510; 20100151551; 20100151547; 20100151546; 20100144584; 20100143998; 20100137647; 20100136661; 20100136113; 20100129835; 20100124583; 20100113846; 20100112242; 20100108567; 20100107342; 20100105114; 20100101605; 20100099640; 20100095390; 20100087687; 20100086978; 20100068790; 20100068768; 20100056774; 20100055753; 20100055747; 20100048964; 20100048417; 20100041104; 20100035320; 20100031398; 20100028966; 20100021988; 20100011456; 20100003733; 20100003716; 20100003234; 20090325254; 20090324574; 20090312537; 20090312221; 20090311752; 20090298149; 20090297495; 20090286295; 20090286294; 20090280105; 20090258172; 20090247448; 20090235388; 20090234142; 20090233335; 20090226979; 20090224086; 20090221051; 20090220480; 20090217569; 20090209009; 20090203102; 20090202675; 20090198046; 20090194243; 20090181433; 20090181126; 20090176292; 20090172838; 20090170747; 20090170181; 20090163397; 20090155238; 20090142848; 20090136476; 20090099079; 20090098266; 20090093028; 20090081762; 20090075336; 20090070898; 20090068714; 20090061490; 20090042266; 20090042259; 20090038023; 20090036648; 20090035826; 20090025739; 20090025738; 20090017512; 20090013434; 20090005532; 20090004726; 20080311640; 20080305531; 20080293114; 20080293086; 20080292747; 20080292701; 20080274527; 20080261267; 20080254080; 20080248160; 20080241900; 20080233175; 20080229657; 20080229456; 20080227173; 20080206836; 20080202684; 20080201801; 20080193981; 20080176282; 20080145912; 20080138880; 20080113413; 20080102502; 20080095889; 20080085536; 20080085520; 20080076314; 20080076152; 20080070291; 20080064906; 20080056983; 20080034453; 20080029110; 20080020435; 20080009047; 20070298475; 20070254031; 20070219521; 20070213249; 20070207530; 20070202566; 20070199095; 20070192903; 20070178569; 20070173431; 20070172916; 20070149777; 20070148751; 20070148730; 20070141693; 20070141660; 20070118918; 20070118917; 20070113302; 20070113301; 20070105112; 20070094748; 20070092935; 20070092934; 20070089196; 20070089195; 20070089194; 20070089193; 20070089192; 20070089191; 20070089190; 20070089189; 20070089188; 20070089187; 20070089186; 20070089185; 20070089184; 20070087066; 20070083952; 20070083951; 20070083950; 20070083949; 20070083947; 20070079944; 20070072185; 20070059813; 20070036832; 20070031954; 20070011775; 20060281157; 20060275241; 20060259995; 20060258554; 20060255507; 20060235115; 20060211101; 20060210971; 20060205042; 20060200878; 20060188965; 20060182802; 20060166322; 20060165613; 20060154844; 20060154352; 20060141601; 20060135388; 20060110797; 20060104931; 20060089283; 20060084156; 20060068475; 20060057672; 20060046284; 20060035353; 20060018862; 20060003433; 20050277172; 20050272836; 20050244934; 20050244878; 20050221369; 20050214921; 20050210548; 20050125860; 20050120915; 20050100996; 20050070003; 20050054039; 20050037459; 20050009166; 20040266642; 20040259218; 20040231661; 20040210099; 20040203134; 20040157301; 20040121436; 20040102619; 20040067569; 20040053238; 20030225005; 20030216492; 20030203466; 20030203454; 20030180900; 20030125588; 20030119006; 20030114330; 20030113735; 20030113734; 20030113732; 20030097029; 20030092097; 20030087415; 20030082779; 20030054539; 20030054518; 20030054500; 20030032162; 20030032148; 20030032084; 20030022807; 20020193272; 20020164774; 20020160469; 20020156048; 20020142034; 20020045057; 20020012980; 20010044138; 20010010825, each of which is expressly incorporated herein by reference.
See also,
Van Heiningen, Adriaan. “Converting a kraft pulp mill into an integrated forest products biorefinery.” ANNUAL MEETING-PULP AND PAPER TECHNICAL ASSOCIATION OF CANADA. Vol. 92. No. C. Pulp and Paper Technical Association of Canada; 1999, 2006.
Zhu, J. Y., and X. J. Pan. “Woody biomass pretreatment for cellulosic ethanol production: technology and energy consumption evaluation.” Bioresource technology 101.13 (2010): 4992-5002.
Pérez, J., et al. “Biodegradation and biological treatments of cellulose, hemicellulose and lignin: an overview.” International Microbiology 5.2 (2002): 53-63.
Kadam, Kiran L., Chim Y. Chin, and Lawrence W. Brown. “Flexible biorefinery for producing fermentation sugars, lignin and pulp from corn stover.” Journal of industrial microbiology & biotechnology 35.5 (2008): 331-341.
Kuhad, Ramesh Chander, and Ajay Singh. “Lignocellulose biotechnology: current and future prospects.” Critical Reviews in Biotechnology 13.2 (1993): 151-172.
Lawford, Hugh G., and Joyce D. Rousseau. “Production of ethanol from pulp mill hardwood and softwood spent sulfite liquors by genetically engineered E. coli.” Applied biochemistry and biotechnology 39.1 (1993): 667-685.
Burchhardt, G., and L. O. Ingram. “Conversion of xylan to ethanol by ethanologenic strains of Escherichia coli and Klebsiella oxytoca.” Applied and environmental microbiology 58.4 (1992): 1128-1133.
Zhu, J. Y., Ronald Sabo, and Xiaolin Luo. “Integrated production of nano-fibrillated cellulose and cellulosic biofuel (ethanol) by enzymatic fractionation of wood fibers.” Green Chemistry 13.5 (2011): 1339-1344.
Hoge, William H. “Process for making ethanol and fuel product.” U.S. Pat. No. 4,321,328. 23 Mar. 1982.
López-Contreras, Ana M., et al. “Utilisation of saccharides in extruded domestic organic waste by Clostridium acetobutylicum ATCC 824 for production of acetone, butanol and ethanol.” Applied microbiology and biotechnology 54.2 (2000): 162-167.
Zhang, Xiao, et al. “High consistency enzymatic hydrolysis of hardwood substrates.” Bioresource technology 100.23 (2009): 5890-5897.
Kirk, T. Kent, T. W. Jeffries, and George F. Leatham. “Biotechnology: applications and implications for the pulp and paper industry.” Tappi J 66.5 (1983): 45-51.
Yamashita, Yuya, et al. “Ethanol production from paper sludge by immobilized Zymomonas mobilis.” Biochemical Engineering Journal 42.3 (2008): 314-319.
Lee, Sang-Mok, Jianqiang Lin, and Yoon-Mo Koo. “Hydrolysis of Paper Sludge Using Mixed Cellulase System: Enzymtic Hydrolysis of Paper Sludge.” ACS Symposium Series. Vol. 830. Washington, D.C.; American Chemical Society; 1999, 2002.
Kang, Li, et al. “Enhanced Ethanol Production from De-Ashed Paper Sludge by Simultaneous Saccharification and Fermentation and Simultaneous Saccharification and Co-Fermentation.” BioResources 6.4 (2011): 3791-3808.
Chen, Hui, et al. “Enzymatic Hydrolysis of Recovered Office Printing Paper with Low Enzyme Dosages to Produce Fermentable Sugars.” Applied biochemistry and biotechnology (2012): 1-16.
McManigal, Brent Alan. “System And Method For Producing Ethanol From Paper Mill Sludge.” U.S. patent application Ser. No. 11/735,633.
Elliston, Adam, et al. “High concentrations of cellulosic ethanol achieved by fed batch semi simultaneous saccharification and fermentation of waste-paper.” Bioresource Technology (2013).
Shammas, Nazih K., Lawrence K. Wang, and Mark Landin. “Treatment of Paper Mill Whitewater, Recycling and Recovery of Raw Materials.” Flotation Technology (2010): 221-268.
Kang, Li. Bioconversion of Pulp and Paper Mills Sludge and Prehydrolysate Stream into Ethanol and Cellulase Enzyme. Diss. Auburn University, 2011.
Prasetyo, Joni, and Enoch Y. Park. “Waste paper sludge as a potential biomass for bio-ethanol production.” Korean Journal of Chemical Engineering 30.2 (2013): 253-261.
Ichiura, Hideaki, Takuhiro Nakatani, and Yoshito Ohtani. “Separation of pulp and inorganic materials from paper sludge using ionic liquid and centrifugation.” Chemical Engineering Journal 173.1 (2011): 129-134.
Wang, Lei, Richard Templer, and Richard J. Murphy. “A Life Cycle Assessment (LCA) comparison of three management options for waste papers: bioethanol production, recycling and incineration with energy recovery.” Bioresource Technology (2012).
Kang, Li, Wei Wang, and Yoon Y. Lee. “Bioconversion of kraft paper mill sludges to ethanol by SSF and SSCF.” Applied biochemistry and biotechnology 161.1 (2010): 53-66.
Pan, Xuejun, et al. “Biorefining of softwoods using ethanol organosolv pulping: Preliminary evaluation of process streams for manufacture of fuel-grade ethanol and co-products.” Biotechnology and Bioengineering 90.4 (2005): 473-481.
Lark, Nicole, et al. “Production of ethanol from recycled paper sludge using cellulase and yeast, Kluveromyces marxianus” Biomass and Bioenergy 12.2 (1997): 135-143.
Fan, Zhiliang, et al. “Conversion of paper sludge to ethanol in a semicontinuous solids-fed reactor.” Bioprocess and biosystems engineering 26.2 (2003): 93-101.
Jeffries, Thomas W., and Richard Schartman. “Bioconversion of secondary fiber fines to ethanol using counter-current enzymatic saccharification and co-fermentation.” Applied biochemistry and biotechnology 78.1 (1999): 435-444.
Jin, Yongcan, et al. “Green liquor pretreatment of mixed hardwood for ethanol production in a repurposed kraft pulp mill.” Journal of Wood Chemistry and Technology 30.1 (2010): 86-104.
Fan, Zhiliang, and Lee R. Lynd. “Conversion of paper sludge to ethanol, II: process design and economic analysis.” Bioprocess and biosystems engineering 30.1 (2007): 35-45.
Da Silva, Roberto, Dong K. Yim, and Yong K. Park. “Application of thermostable xylanases from Humicola sp. for pulp improvement.” Journal of fermentation and bioengineering 77.1 (1994): 109-111.
Hu, Gang, John A. Heitmann, and Orlando J. Rojas. “Feedstock pretreatment strategies for producing ethanol from wood, bark, and forest residues.” BioResources 3.1 (2008): 270-294.
Villavicencio, Eduardo J., and Jose B. Dos Santos. “Process to produce a high quality paper product and an ethanol product from bamboo.” U.S. Pat. No. 5,198,074. 30 Mar. 1993.
Gáspár, Melinda, Gergely Kálmán, and Kati Réczey. “Corn fiber as a raw material for hemicellulose and ethanol production.” Process Biochemistry 42.7 (2007): 1135-1139.
Zhang, Jiayi, and Lee R. Lynd. “Ethanol production from paper sludge by simultaneous saccharification and co-fermentation using recombinant xylose-fermenting microorganisms.” Biotechnology and bioengineering 107.2 (2010): 235-244.
Saha, Badal C. “Hemicellulose bioconversion.” Journal of industrial microbiology & biotechnology 30.5 (2003): 279-291.
Each of the foregoing references is expressly incorporated herein by reference in its entirety.
SUMMARY OF THE INVENTIONThe present technology study focuses on the enzymatic hydrolysis of OCC fines rejects from a recycled linerboard mill. The saccharification of this waste stream to yield fermentable sugars was identified and optimized using different commercially available enzyme mixtures. The effect of enzyme activity (characterized by their FPUs), impact of hydrolysis temperature, pH, pulp type, filler composition were investigated. Furthermore, methods of enhancing the enzyme activity and sugar yields by binding the minerals using different surfactants (cationic and nonionic) were also investigated.
A significant fraction of short fibers commonly called as fines is produced while recycling OCC (Old Corrugated Containerboards). These fines are usually rejected as solid waste stream that further requires landfilling and poses environmental problems. The major component of these fines rejects are primarily cellulose that can be hydrolyzed into sugars for possible fermentation into biofuels, bioplastics or other sugar based products.
In addition to environmental advantages, use of these fines also offers benefits such as negative costs and production of fermentable sugars without requiring any complex pretreatment processes that are required to hydrolyze and eliminate inhibitors from hydrolyzate.
According to the present technology, enzymatic hydrolysis of reject fines from a recycled OCC mill was performed. Different strains of cellulases were tested for their compatibility and Trichoderma Reesei was found to be the most effective at loading levels of 5-50 FPU (/g of oven dry mass). A maximum hydrolysis yield of 43% sugar (g/g-OD fines) with 50 FPU was observed. See, Byeong Cheol Min, Bhavin V. Bhayani, Bandaru V. Ramarao, “Enzymatic Hydrolysis of Old Corrugated Cardboard (OCC) Fines from Recycled Linerboard Mill Waste Rejects”, Proc. AICHE 2013 (Nov. 3-8), extended abstract P346631, expressly incorporated herein by reference.
The presence of fillers (up to 30% by mass) in the fines increases the required dosage of enzymes that increases the costs of hydrolysis.
It was found that the required enzyme loading can be lowered by addition of nonionic surfactants to reduce their inhibitory activity. The nonionic surfactant Triton X-80 improved hydrolysis yields by up to 10 percent points.
Paper mill rejected fines are a good source of biomass for sugar production given the low lignin content (Table 1), negative price, pre-processed nature which negates requirement of a pretreatment regime and the larger surface area and porous nature of the particles compared to other naturally occurring biomass. The particle size of about 3 μm is much smaller than typically milled biomass particles whose sizes are in the sub-millimeter ranges. The enzymatic hydrolysis yield of fines achieved was up to 70% of reducing sugars from fermentable sugars in the fines. The sugar yield of rejected fines is similar to the hydrolysis yield of woody biomass which was reported as 70% to 90% for lignocellulosic biomass [3, 19].
The commercialization of “waste cellulosic fiber” based sugar requires deactivation of inhibitory potential of contaminants and ash which includes fillers, calcium carbonate being one of the most powerful inhibitors [20]. Several surfactants were studied to improve enzymatic hydrolysis. Even though the precise mechanism and principle were not defined, many surfactant studies have concluded the feasibility of surfactant for advanced enzymatic hydrolysis [21-27]. Addition of non-ionic surfactant Tween-80 improved hydrolysis yield of mixture of UKP and CaCO3 in various enzyme dosage (
The optimum dosage of surfactant was in range of up to 10%. Excessive dosage (above 10%) caused agglutination of substrates and thus a decreased hydrolysis yield. Other studies suggested similar dosage of surfactant for enzymatic hydrolysis [21, 24, 27]. Our research indicated a dosage of 7% for the synthetic fines mixed UKP and CaCO3 (15%) but presented wide range of surfactant dosage (3 to 9%) for the fines. Application of pH 4 buffer instead of pH 5 buffer increased hydrolysis yield and decreased enzyme dosage for maximum hydrolysis yield (
The presence of fillers and crystalline fibers are considered as primary inhibitors for the hydrolysis process while presence of other contaminants such as inks have a lesser inhibitory potential and thus can be classified as secondary inhibitors based upon their inhibitory activity. The process of drying fines is to be avoided for effective enzymatic hydrolysis. The enzymatic hydrolysis yield of both the fines and UKP was decreased by about 30% after drying (Table 2) which is due to decreased accessibility of micro-fibrils. To increase accessibility of cellulose, dissolving in alkaline method can be applied [28]. Beating method is also studied for recycled fiber to increase accessibility of cellulose by increasing swelling ability, water retention value, pore size and pore volume [29].
Even though enzyme dosage was reduced from 50 FPU to around 25 FPU for 1 g of fine maximum hydrolysis yield by combination process, 25 FPU is still high demand of enzyme and not profitable. The development of contaminants separation and surfactant injection is expected to make profitable enzyme dosage and high yield of sugar from fines.
The fines have a potential to produce sugars as a resource of biomass. The main inhibitor of enzymatic hydrolysis fines was CaCO3 (15% of fines) which is decreasing enzyme activity by adsorption and increase of pH. Nonionic surfactant, 3-9% of Tween-80, improved enzymatic hydrolysis yield of paper industrial waste fines in addition of 50% increase at 10 FPU and reduced enzyme dosage of Trichoderma reesei ATCC 26921 for the maximum yield. The surfactant application was simple and an economical option to increase profitability and productivity of sugars from waste cellulosic fibers by improving enzyme activity. Using proper pH buffer for optima enzymatic hydrolysis condition pH 5 was also a considerable method for economical sugar production from fines. It was found that addition of surfactants and acid mitigated inhibitor effect of CaCO3 which has a high inhibitory potential. Also, separation processes to reduce fillers and contaminants from fines is considered to save more enzymes.
The present technology processes a waste stream comprising cellulosic fines, e.g., from recycled packaging paper mills, into a stream of fermentable sugars. These may be fermented to yield bioethanol which is of value as a fuel, and/or manufacturers of other products such as bioplastics such as polyhydroxy alkanoates.
According to a preferred embodiment, a process is provided to:
(a) hydrolyze the cellulosic fines found in recycled paper mill waste streams using a commercially available cellulose enzyme formulation;
(b) increase the enzymatic hydrolysis yield by shielding the inert components of the waste stream using a surfactant; and
(c) optimize the surfactant with respect to its composition (anionic, non-ionic or cationic) and dosage.
The enzymes, however, may have a competitive binding affinity for inorganic particulates, resulting in a non-specific absorption of some or all types of enzymes to the particles. Indeed, similar high surface area particles are used in the purification of similar enzymes. Therefore, in the presence of inorganic particles, such as precipitated calcium chloride (PCC), the activity and bioavailability of the enzymes may be substantially reduced.
It has been found that surfactants are able to coat the inorganic particulates and otherwise reduce binding of the hydrolytic enzymes, leading to a significant increase in activity, thus saving cost and increasing efficiency. It has been found that effective surfactants do not also block binding or biological activity of the enzymes for the cellulosic particles and components of the solution.
Cationic, non-ionic and anionic surfactants were tested at various dosages. A non-ionic surfactant, Tween 80 (polysorbate 80) was better than the cationic and anionic surfactants.
The inorganic particles may be separated from the waste stream.
Some investigators have suggested the use of anaerobic fermentation as a means to degrade the organic components in the waste stream, but due to presence of large amount of calcium carbonate, kaolin and other fillers, they give rise to problems such as scaling of biomass, reactors and pipes, reduced specific methanogenic activity and loss of buffer capacity, and essential nutrients for anaerobic degradation.
Commercially available hydrolysis enzymes include Cellic® HTec3, a concentrated hemicellulase that works alone or in combination with Cellic® CTec3 cellulase enzyme from Novozymes (Denmark).
See:
Zhang, Yi-Heng Percival, and Lee R. Lynd. “Toward an aggregated understanding of enzymatic hydrolysis of cellulose: noncomplexed cellulase systems.” Biotechnology and bioengineering 88.7 (2004): 797-824;
Fan, L. T., Yong-Hyun Lee, and David H. Beardmore. “Mechanism of the enzymatic hydrolysis of cellulose: effects of major structural features of cellulose on enzymatic hydrolysis.” Biotechnology and Bioengineering 22.1 (1980): 177-199;
Mandels, Mary, Lloyd Hontz, and John Nystrom. “Enzymatic hydrolysis of waste cellulose.” Biotechnology and Bioengineering 16.11 (2004): 1471-1493;
Philippidis, George P., Tammy K. Smith, and Charles E. Wyman. “Study of the enzymatic hydrolysis of cellulose for production of fuel ethanol by the simultaneous saccharification and fermentation process.” Biotechnology and bioengineering 41.9 (1993): 846-853;
Pääkkö, M., et al. “Enzymatic hydrolysis combined with mechanical shearing and high-pressure homogenization for nanoscale cellulose fibrils and strong gels.” Biomacromolecules 8.6 (2007): 1934-1941;
Yang, Bin, and Charles E. Wyman. “BSA treatment to enhance enzymatic hydrolysis of cellulose in lignin containing substrates.” Biotechnology and Bioengineering 94.4 (2006): 611-617;
Sun, Ye, and Jiayang Cheng. “Hydrolysis of lignocellulosic materials for ethanol production: a review.” Bioresource technology 83.1 (2002): 1-11;
Saddler, J. N., et al. “Enzymatic hydrolysis of cellulose and various pretreated wood fractions.” Biotechnology and bioengineering 24.6 (1982): 1389-1402;
Khodaverdi, Mandi, et al. “Kinetic modeling of rapid enzymatic hydrolysis of crystalline cellulose after pretreatment by NMMO.” Journal of industrial microbiology & biotechnology (2012): 1-10;
Obama, Patrick, et al. “Combination of enzymatic hydrolysis and ethanol organosolv pretreatments: Effect on lignin structures, delignification yields and cellulose-to-glucose conversion.” Bioresource Technology (2012);
Wiman, Magnus, et al. “Cellulose accessibility determines the rate of enzymatic hydrolysis of steam-pretreated spruce.” Bioresource Technology (2012);
Elliston, Adam, et al. “High concentrations of cellulosic ethanol achieved by fed batch semi simultaneous saccharification and fermentation of waste-paper.” Bioresource Technology (2013);
Kinnarinen, Teemu, et al. “Effect of mixing on enzymatic hydrolysis of cardboard waste: Saccharification yield and subsequent separation of the solid residue using a pressure filter.” Bioresource technology (2012);
Wang, Lei, Richard Templer, and Richard J. Murphy. “High-solids loading enzymatic hydrolysis of waste papers for biofuel production.” Applied Energy (2012);
Li, Sujing, Xiaonan Zhang, and John M. Andresen. “Production of fermentable sugars from enzymatic hydrolysis of pretreated municipal solid waste after autoclave process.” Fuel 92.1 (2012): 84-88;
Dubey, Alok Kumar, et al. “Bioethanol production from waste paper acid pretreated hydrolyzate with xylose fermenting Pichia stipitis.” Carbohydrate Polymers (2012);
Kinnarinen, Teemu, et al. “Solid-liquid separation of hydrolysates obtained from enzymatic hydrolysis of cardboard waste.” Industrial Crops and Products 38 (2012): 72-80;
Nørholm, Nanna Dreyer, Jan Larsen, and Frank Krogh Iversen. “Non-pressurised pretreatment, enzymatic hydrolysis and fermentation of waste fractions.” U.S. patent application Ser. No. 13/405,262;
Das, Arpan, et al. “Production of Cellulolytic Enzymes by Aspergillus fumigatus ABK9 in Wheat Bran-Rice Straw Mixed Substrate and Use of Cocktail Enzymes for Deinking of Waste Office Paper Pulp.” Bioresource technology (2012);
Chen, Hui, et al. “Enzymatic Hydrolysis of Recovered Office Printing Paper with Low Enzyme Dosages to Produce Fermentable Sugars.” Applied biochemistry and biotechnology (2012): 1-16;
Yan, Shoubao, et al. “Fed batch enzymatic saccharification of food waste improves the sugar concentration in the hydrolysates and eventually the ethanol fermentation by Saccharomyces cerevisiae H058.” Brazilian Archives of Biology and Technology 55.2 (2012): 183-192;
Arora, Anju, et al. “Effect of Formic Acid and Furfural on the Enzymatic Hydrolysis of Cellulose Powder and Dilute Acid-Pretreated Poplar Hydrolysates.” ACS Sustainable Chemistry & Engineering 1.1 (2012): 23-28;
Wang, Lei, et al. “Technology performance and economic feasibility of bioethanol production from various waste papers.” Energy & Environmental Science 5.2 (2012): 5717-5730;
Vazana, Yael, et al. “Designer Cellulosomes for Enhanced Hydrolysis of Cellulosic Substrates.” Cellulases (2012): 429;
Van Dyk, J. S., and B. I. Pletschke. “A review of lignocellulose bioconversion using enzymatic hydrolysis and synergistic cooperation between enzymes-Factors affecting enzymes, conversion and synergy.” Biotechnology Advances (2012);
Menind, A., et al. “Pretreatment and usage of pulp and paper industry residues for fuels production and their energetic potential.” International Scientific Conference Biosystems Engineering, Tartu, Estonia, 10-11 May 2012. Vol. 10. No. Special Issue I. Estonian Research Institute of Agriculture, 2012;
Han, Lirong, et al. “Alkali pretreated of wheat straw and its enzymatic hydrolysis.” Brazilian Journal of Microbiology 43.1 (2012): 53-61;
Holm, Jana, et al. “Pretreatment of fibre sludge in ionic liquids followed by enzyme and acid catalysed hydrolysis.” Catalysis Today (2012),
each of which is expressly incorporated herein by reference.
See also, US Pub. Pat. Appl. 20120329096; 20120322117; 20120283164; 20120282666; 20120282239; 20120184020; 20120184007; 20120171732; 20120115192; 20120097194; 20120094340; 20110306101; 20110306100; 20110300585; 20110275118; 20110250646; 20110229959; 20110224416; 20110201093; 20110195481; 20110183396; 20110165661; 20110165660; 20110146142; 20110129886; 20110117067; 20110039318; 20100304420; 20100291653; 20100279354; 20100221819; 20100199548; 20100196981; 20100189706; 20100075404; 20100071259; 20100068768; 20100003733; 20090318571; 20090317864; 20090298149; 20090209009; 20090170174; 20090137438; 20090056707; 20090056201; 20090053800; 20090053777; 20090050134; 20090004714; 20080227182; 20080227161; 20080193992; 20080102502; 20080064064; 20070241306; 20070227971; 20070221552; 20070218541; 20070207939; 20070199903; 20070175825; 20070072185; 20070037259; 20070031953; 20070031919; 20070031918; 20060246563; 20060154352; 20050244934; 20050148056; 20050129643; 20050118130; 20050075497; 20030211958; 20030203466; 20030022347; 20030013172; 20020195213; 20020164731; and U.S. Pat. Nos. 8,338,139; 8,318,461; 8,309,331; 8,304,219; 8,287,732; 8,273,181; 8,263,368; 8,247,203; 8,227,236; 8,222,010; 8,202,709; 8,187,860; 8,114,974; 8,105,398; 8,093,037; 8,053,566; 7,998,713; 7,960,153; 7,932,063; 7,910,338; 7,846,705; 7,819,976; 7,807,419; 7,781,191; 7,727,746; 7,670,813; 7,625,728; 7,585,652; 7,566,561; 7,344,876; 7,183,093; 7,109,005; 6,942,754; 6,663,780; 6,623,948; 6,566,114; 6,528,298; 6,399,351; 6,361,989; 6,309,871; 6,074,856; 5,888,806; 5,736,032; 5,733,758; 5,589,164; 5,587,157; and 5,352,444, each of which is expressly incorporated herein by reference in its entirety.
Material and Methods
Raw Materials
The fines were procured from a NYS based recycled linerboard-manufacturing mill. Additionally a comparative study was undertaken where commercial OCC boxes were repulped and hydrolyzed using commercial cellulases. Unbleached softwood kraft pulp (USKP), an unbleached hardwood kraft pulp (UHKP) and mixtures of fiber and fillers were used for hydrolysis. Recycled OCC was prepared by simple slushing of OCC boxes and dispersion. Pulps were ground and screened through a 200 mesh screen (such that the accepts were less than 75 μm in size).
Samples of commercially available cellulases were obtained—Aspergillus Nigra, and Trichoderma Reesei.
Fines Analysis
pH meter 2500 series of Cole Parmer® was used for evaluating pH of fines and hydrolysate. Solid content and ash content was computed according to the National Renewable Energy Laboratory (NREL) Laboratory Analytical Procedure (LAP, NREL/TP-510-42627, NREL/TP-510-42622). Enzyme activity was also determined by NREL LAP (NREL/TP-510-42628). Particle size and Zeta potential were defined by a particle size analyzer (90 Plus/BI-MAS, Brookhaven Instruments Co.)
Enzymatic Hydrolysis
The hydrolysis of fines was carried in a medium with a solid to liquid ratio of 1:20 with a cellulase dosage of 5-100 FPU using 20 mL sodium acetate buffer. A commercial grade enzyme (C2730, derived from the fungus Trichoderma reesei ATCC 26921) was procured from Sigma Aldrich. The hydrolysis flask was placed in a shaking incubator (Reciprocal Shaking Bath 51221080, Precision Co.,) and hydrolyzed at 50° C. for 72 h at 100 rpm. The solid residue was recovered by filtration with filter paper (Whatman No. 1) and the hydrolysis yield calculated with the weight of sugars divided by total weight of biomass load. Sugar content was analyzed by HPLC.
Filler Effect
To determine effect of filler on hydrolysis yield pulp reject mixtures were generated in the lab composed of unbleached softwood kraft pulp (UKP) mixed with various proportions of Calcium Carbonate and Kaolin. The filler content was varied to understand the influence of each on hydrolysis yield. Imitating the total filler content in original fines, the proportions of calcium carbonate and kaolin were adjusted to a total of 30% (w/w) and the ratio of fillers was varied between 0-30%.
Surfactant Effect
Since fillers provide adsorption surfaces for the cellulase enzymes which are nonproductive in terms of sugar production, one method of inactivation is to shield their surfaces with a suitable surfactant to prevent enzyme adsorption. A cationic and a nonionic surfactant were chosen for this purpose. Cetyl trimethyl ammonium bromide (CTAB, Catalog No. Alfa Aesar, Ward Hill Mass.) was obtained in powder form and stock solutions of 1% w/w in double distilled water were prepared. Similar solutions of a non-ionic surfactant, Tween-80 were also prepared.
Enzyme Hydrolysis Experiments
Samples of the raw material (fines or waste rejects) were preweighed to 1 g dry weight and placed in 100 ml conical flasks provided with magnetic stirrers. Surfactants were also dosed followed by the cellulase mixtures in the required dosages. The flasks were shaken in a water bath for varying times upto 48 h and were removed at different time intervals. The hydrolyzed material was then filtered through 0.1 um filters and the filtrates were taken as the hydrolyzates for yield and compositional analysis by HPLC and 1NMR techniques. The solid residues were dried in an oven and the weights were used in the overall hydrolysis yield calculations. The solid residues were dissolved in 1% sulfuric acid and subsequently filtered again to determine the acid soluble (presumably CaCO3) contents of the minerals. The remaining insoluble residue was taken to represent Kaolin.
Results
Table 1 shows the characteristics of fines from the waste rejects of a recycled linerboard mill repulping OCC. The solids were obtained from a screw presses at a consistency (oven dry mass of solids/total mass) of 35%, the remainder being water. The average particle size was 2.1 μm. It is likely that the larger particles correspond to fragments of fibers whereas the smaller ones correspond to fillers and other mineral debris in the suspensions. The zeta potential is slightly negative. The higher levels of calcium carbonate and kaolin in the minerals originate most likely from deinking of white paper containing fillers or coated grades of paper. The total ash content was significant consisting 33% (g/g) of fines and Calcium Carbonate (CaCO3) composed around half of this ash. Lignin was also contained in the fines at 3%. The particle size of fines was around 3 μm and the pH was close to neutral (6.4), but the zeta potential was quite low (−9 mV).
The hydrolysis yields of Avicel, UKP-maple (non-dried), UKP-softwood (dried) and paper mill fines rejects were compared (
Fillers inhibit hydrolysis in different ways. One of their primary actions is to competitively bind the cellulases thus rendering a significant fraction of the hydrolytics nonproductive. The effect of such fillers on enzyme hydrolysis is shown in
It may be possible to prevent the interference of hydrolysis by mineral particles by adsorbing a competitive molecule such as a surfactant. Calcium carbonate generally has cationic surfaces whereas charges on kaolin platelets are anionic on the basal surfaces. Kaolin particle edges also show positive charges within a narrow pH range around neutrality. Thus adsorption of ionic or nonionic surfactants could compete and block enzyme adsorption and inactivation by these minerals. We tested the performance of an uncharged (nonionic) surfactant at effecting the hydrolysis. The hydrolysis yield of UKP containing CaCO3 (15%) was tested with 20 FPU in the range of 0-13% of the nonionic surfactant (Tween-80) dosage. The hydrolysis yield is shown in
The surfactant effect in relation to yield increase was measured with the artificial synthetic fines from UKP (softwood) mixture with CaCO3 and Kaolin. These proportions of fillers in synthetic fines were to imitate the composition of OCC mill rejected fines. The hydrolysis yield of pulp containing fillers was increased with addition of 3% of the Tween-80 (
Besides providing surfaces for competitive and nonproductive i.e. nonhydrolyzing sites for enzyme adsorption, the CaCO3 could performing as an inhibitor in other important ways. For example, the presence of CaCO3 alters the pH from the optimal value for hydrolysis and Ca2+ ions could interfere in different ways. Charge neutralization and consequent coagulation of particles in the suspensions could occlude enzyme adsorption and thus present kinetic barriers to hydrolysis.
Fine and pH 5 sodium acetate buffer compounds were varied with pH and buffer did not maintain the mixture pH 5 which was the optimal condition for cellulose. Using buffer around pH 5 is common for the enzymatic hydrolysis of cellulosic biomass in order to make the pH of solution stable and proper for enzyme. Addition of the pH 5 buffer to fines changed the pH of solution to around 6.5. The pH 6.5 of the solution was considered as improper initial condition for enzymatic hydrolysis. The buffer of pH 4 was tested and found the initial pH was reduced to 5.5 which was more close to optimal pH condition of the enzyme (pH 5). As the results, the lower pH buffer reinforced ability of enzymatic hydrolysis. Application of proper pH buffer and surfactant was an effective method to increase enzymatic hydrolysis and minimize enzyme dosage (
The hydrolysis of the cellulosic substrates depends strongly on the accessibility of the internal structure of cellulose, but drying of cellulosic fibers/fines restricts the access to the hydrolytic enzymes (Hornification). Hornification is the result of drying of pulp fibers and fines that results in a loss of amorphous cellulose and reduction of the internal porosity both resulting in marked reduction of the pulp's hydration capacity, which increases pulp crystallinity. The impact of hornification of the fines by drying is quantified in the present study (Table 2). The drying effect i.e. ‘hornification’ seems to be responsible in reducing the cellulolytic yields by nearly 30% for both these substrates.
The presence of print ink can also be an inhibitory factor of enzymatic hydrolysis resulting in the difference between the yields of recycled pulp and virgin pulp. Printed and unprinted OCC were ground to a fine size to determine the decrease in hydrolysis yield. In the results, the gap of enzymatic hydrolysis yields of inked (44% g sugars/g OCC) and non-inked (46% g sugars/g OCC) was not significant.
The hydrolysis yield peaked at 50° C. while further increase in temperature i.e. 55° C., decreased the hydrolysis yield due to degradation of cellulose. At this temperature, even surfactants failed to improve the hydrolysis yield (
Each of the following is expressly incorporated by reference in its entirety:
[1] Zhang Y-H P. Reviving the carbohydrate economy via multi-product lignocellulose biorefineries. Journal of industrial microbiology & biotechnology 2008; 35:367.
[2] Singh S, Mohanty A K, Sugie T, Takai Y, Hamada H. Renewable resource based biocomposites from natural fiber and polyhydroxybutyrate-co-valerate (PHBV) bioplastic. Composites Part A: Applied Science and Manufacturing 2008; 39:875.
[3] Galbe M, Zacchi G. A review of the production of ethanol from softwood. Applied Microbiology and Biotechnology 2002; 59:618.
[4] Kale G, Kijchavengkul T, Auras R, Rubino M, Selke S E, Singh S P. Compostability of bioplastic packaging materials: an overview. Macromolecular bioscience 2007; 7:255.
[5] FAOSTAT. 2011 Global Forest Products Facts and Figures.
[6] Villanueva A, Wenzel H. Paper waste-recycling, incineration or landfilling? A review of existing life cycle assessments. Waste Management 2007; 27:S29.
[7] Morris J. Recycling versus incineration: an energy conservation analysis. Journal of Hazardous Materials 1996; 47:277.
[8] Laurijssen J, Marsidi M, Westenbroek A, Worrell E, Faaij A. Paper and biomass for energy?: The impact of paper recycling on energy and CO2 emissions. Resources, conservation and recycling 2010; 54:1208.
[9] Scott G M, Smith A. Sludge characteristics and disposal alternatives for the pulp and paper industry. TAPPI International Environmental Conference: TAPPI Press; 1995, p. 269.
[10] Monte M, Fuente E, Blanco A, Negro C. Waste management from pulp and paper production in the European Union. Waste Management 2009; 29:293.
[11] He J, Lange C R, Dougherty M. Laboratory study using paper mill lime mud for agronomic benefit. Process Safety and Environmental Protection 2009; 87:401.
[12] Likon M, Saarela J. The Conversion of Paper Mill Sludge into Absorbent for Oil Spill Sanitation—The Life Cycle Assessment. Macromolecular Symposia: Wiley Online Library; 2012, p. 50.
[13] Fan Z, Lynd L R. Conversion of paper sludge to ethanol, II: process design and economic analysis. Bioprocess and biosystems engineering 2007; 30:35.
[14] Caputo A C, Pelagagge P M. Waste-to-energy plant for paper industry sludges disposal: technical-economic study. Journal of Hazardous Materials 2001; 81:265.
[15] Wang L, Sharifzadeh M, Templer R, Murphy R J. Bioethanol production from various waste papers: Economic feasibility and sensitivity analysis. Applied Energy 2012.
[16] Graf A, Koehler T. Oregon cellulose-ethanol study. An evaluation of the potential for eth-anol production in Oregon using cellulose-based feedstocks report prepared by the Oregon Of-fce of Energy Portland, Oreg., USA 2000.
[17] Lark N, Xia Y, Qin C-G, Gong C, Tsao G. Production of ethanol from recycled paper sludge using cellulase and yeast, Kluveromyces marxianus. Biomass and Bioenergy 1997; 12:135.
[18] Kádár Z, Szengyel Z, Réczey K. Simultaneous saccharification and fermentation (SSF) of industrial wastes for the production of ethanol. Industrial Crops and Products 2004; 20:103.
[19] Sun Y, Cheng J. Hydrolysis of lignocellulosic materials for ethanol production: a review. Bioresource Technology 2002; 83:1.
[20] Chen H, Venditti R A, Jameel H, Park S. Enzymatic Hydrolysis of Recovered Office Printing Paper with Low Enzyme Dosages to Produce Fermentable Sugars. Applied Biochemistry and Biotechnology 2012; 166:1121.
[21] Qing Q, Yang B, Wyman C E. Impact of surfactants on pretreatment of corn stover. Bioresource Technology 2010; 101:5941.
[22] Eriksson T, Borjesson J, Tjerneld F. Mechanism of surfactant effect in enzymatic hydrolysis of lignocellulose. Enzyme and Microbial Technology 2002; 31:353.
[23] Kurakake M, Ooshima H, Kato J, Harano Y. Pretreatment of bagasse by nonionic surfactant for the enzymatic hydrolysis. Bioresource Technology 1994; 49:247.
[24] Kapu N, Manning M, Hurley T, Voigt J, Cosgrove D, Romaine C. Surfactant-assisted pretreatment and enzymatic hydrolysis of spent mushroom compost for the production of sugars. Bioresource Technology 2012.
[25] Kim H J, Kim S B, Kim C J. The effects of nonionic surfactants on the pretreatment and enzymatic hydrolysis of recycled newspaper. Biotechnology and Bioprocess Engineering 2007; 12:147.
[26] Tanaka A, Hoshino E. Thermodynamic and activation parameters for the hydrolysis of amylose with Bacillus α-amylases in a diluted anionic surfactant solution. Journal of bioscience and bioengineering 2002; 93:485.
[27] Kristensen J B, Borjesson J, Bruun M H, Tjerneld F, Jorgensen H. Use of surface active additives in enzymatic hydrolysis of wheat straw lignocellulose. Enzyme and Microbial Technology 2007; 40:888.
[28] Pönni R, Kontturi E, Vuorinen T. Accessibility of cellulose: structural changes and their reversibility in aqueous media. Carbohydrate Polymers 2013.
[29] Chen Y, Wan J, Zhang X, Ma Y, Wang Y. Effect of beating on recycled properties of unbleached eucalyptus cellulose fiber. Carbohydrate Polymers 2012; 87:730.
Claims
1. A method for processing an aqueous stream of fines, comprising:
- adding at least one surfactant to the aqueous stream of fines generated through a process of recycling old corrugated containerboards, and the aqueous stream comprises cellulosic fines which are rejected for recycling which have been separated from cellulosic fibers intended for recycling and papermaking fillers comprising calcium carbonate inorganic particles having an affinity for polysaccharide degradative enzymes, the at least one surfactant being added in an effective amount of between 3% to 10% by oven dry weight of the aqueous stream of fines, and the aqueous stream of fines lacks cellulose fibers suitable for papermaking;
- adding at least one cellulose degrading enzyme to the aqueous stream of fines, in an amount sufficient to degrade at least a portion of the cellulosic fibers, to form an enzyme, surfactant, and fines-containing solution; and
- maintaining the enzyme, surfactant, and fines-containing solution for a sufficient period of time to degrade at least a portion of the cellulosic fibers into fermentable sugars, to achieve at least 10% hydrolysis yield by weight of fermentable sugars per weight of biomass of the fines, having an increased hydrolytic yield with respect to a hydrolysis yield of fermentable sugars per weight of biomass of the fines for the amount of the at least one cellulose degrading enzyme for degrading cellulosic fibers in the aqueous stream of fines in an absence of the at least one surfactant.
2. The method according to claim 1, wherein the aqueous stream of fines is from an old corrugated cardboard recycling facility, and wherein the aqueous stream of fines has 3% lignin by oven dry weight of the aqueous stream of fines.
3. The method according to claim 1, wherein the effective amount of between 3% to 10% is effective to absorb to the calcium carbonate inorganic particles to reduce an affinity of the calcium carbonate inorganic particles for the at least one cellulose degrading enzyme, and below a level which causes agglutination of the aqueous stream of fines.
4. The method according to claim 1, wherein the calcium carbonate inorganic particles comprise precipitated calcium carbonate.
5. The method according to claim 1, wherein the papermaking fillers further comprise kaolin.
6. The method according to claim 1, wherein the at least one polysaccharide degradative enzyme comprises at least one of a cellulase and a hemicellulase.
7. The method according to claim 1, wherein the at least one surfactant comprises polysorbate.
8. The method according to claim 1, wherein the at least one surfactant comprises polysorbate 80.
9. The method according to claim 1, wherein the hydrolysis yield by weight of fermentable sugars per oven dry weight of the cellulosic fibers of the fines is at least 40%.
10. A method for enzymatically hydrolyzing a mixed aqueous stream, comprising:
- receiving the mixed aqueous stream which is a waste product from recycling old corrugated containerboards into paper products, the mixed aqueous stream containing cellulosic fines selectively rejected for recycling into paper products separated from cellulosic fibers retained for recycling and papermaking fillers comprising calcium carbonate inorganic particles from the old corrugated containerboards having a binding affinity for hydrolytic enzymes, and the mixed aqueous stream lacks cellulosic fibers suitable for papermaking;
- adding at least one surfactant to the mixed aqueous stream in an amount of between 3% and 10% by oven dry weight of the mixed aqueous stream;
- adding at least one cellulose hydrolytic enzyme having a binding affinity for the calcium carbonate inorganic particles, and which are inhibited by binding to the calcium carbonate inorganic particles, to the mixed aqueous stream in an amount sufficient to degrade the cellulosic fines, wherein the at least one surfactant in the amount between 3% and 10% is effective to reduce the binding affinity of the at least one cellulose hydrolytic enzyme for the calcium carbonate inorganic particles; and
- hydrolyzing the cellulosic fines with the added at least one cellulose hydrolytic enzyme, to achieve a hydrolytic yield of at least 10% sugars per gram oven dry weight of the cellulosic fines, wherein the hydrolytic yield is increased by the addition of the at least one surfactant in the amount of between 3% and 10% as compared to the hydrolytic yield absent addition of the at least one surfactant in the amount of between 3% and 10%.
11. The method according to claim 10, wherein the cellulosic fines comprise 3% lignin by weight of the oven dry weight of the mixed aqueous stream.
12. The method according to claim 10, wherein the amount between 3% and 10% is effective to absorb to the calcium carbonate inorganic particles to reduce an affinity of the calcium carbonate inorganic particles for the at least one cellulose hydrolytic enzyme, and below a level which causes agglutination of the mixed aqueous stream.
13. The method according to claim 10, wherein the calcium carbonate inorganic particles comprise precipitated calcium carbonate.
14. The method according to claim 13, wherein the papermaking fillers further comprise kaolin.
15. The method according to claim 10, wherein the at least one cellulose hydrolytic enzyme comprises at least one of a cellulase and a hemicellulase.
16. The method according to claim 10, wherein the at least one surfactant comprises polysorbate.
17. The method according to claim 10, wherein the at least one surfactant comprises polysorbate 80.
18. The method according to claim 10, wherein the hydrolytic yield by weight of fermentable sugars per oven dry weight of the cellulosic fines is at least 40%.
19. A method for enzymatically hydrolyzing a mixed stream of cellulosic fines and papermaking fillers comprising calcium carbonate-containing inorganic particles, comprising:
- receiving the mixed stream of cellulosic fines which is a waste from a recycled paper mill which recycles paper to retain cellulose fibers for papermaking, and the mixed stream of cellulosic fines does not containing cellulose fibers suitable for papermaking, along with the papermaking fillers comprising calcium carbonate-containing inorganic particles from recycling of the paper;
- adding at least one surfactant to the mixed stream, in an amount of between 3% and 10% by weight per an oven dry weight of the mixed stream;
- adding at least one cellulose hydrolytic enzyme, having a binding affinity for the calcium carbonate-containing inorganic particles, and being competitively inhibited by binding to the calcium carbonate-containing inorganic particles, to the mixed stream;
- the amount of the at least one surfactant being sufficient to reduce the binding affinity of the at least one cellulose hydrolytic enzyme for the inorganic particles and the competitive inhibition of the at least one cellulose hydrolytic enzyme by the calcium carbonate-containing inorganic particles, insufficient to inhibit the at least one cellulose hydrolytic enzyme, and insufficient to agglomerate the mixed stream;
- adding an acidifier to the mixed stream; and
- hydrolyzing the cellulosic fines with the at least one cellulose hydrolytic enzyme at a temperature of 40° C. or higher,
- wherein a hydrolytic yield of grams sugars per gram of cellulosic fines of at least 10% is achieved.
20. The method according to claim 19, wherein the at least one surfactant comprises polysorbate 80, the rejected cellulosic fines comprise 3% lignin by weight per an oven dry weight of the mixed stream, and the hydrolytic yield is at least 40%.
3990944 | November 9, 1976 | Gauss et al. |
4017642 | April 12, 1977 | Orth, Jr. et al. |
4058411 | November 15, 1977 | Bellamy et al. |
4235968 | November 25, 1980 | Pilipski |
4260685 | April 7, 1981 | Pilipski |
4275163 | June 23, 1981 | Gallo |
4292406 | September 29, 1981 | Ljungdahl et al. |
4321278 | March 23, 1982 | Johanning et al. |
4321328 | March 23, 1982 | Hoge |
4321360 | March 23, 1982 | Blount |
4431675 | February 14, 1984 | Schroeder et al. |
4540587 | September 10, 1985 | Gajewski |
4594130 | June 10, 1986 | Chang et al. |
4628029 | December 9, 1986 | Eveleigh et al. |
4694906 | September 22, 1987 | Hutchins et al. |
4713118 | December 15, 1987 | Barker et al. |
4831127 | May 16, 1989 | Weibel |
4851394 | July 25, 1989 | Kubodera |
4950597 | August 21, 1990 | Saxena et al. |
4975459 | December 4, 1990 | Mehta et al. |
5023275 | June 11, 1991 | Amick |
5037663 | August 6, 1991 | Dale |
5055308 | October 8, 1991 | Fujinawa et al. |
5059654 | October 22, 1991 | Hou et al. |
5081026 | January 14, 1992 | Heikkila et al. |
5091399 | February 25, 1992 | Osei-Gyimah et al. |
5102898 | April 7, 1992 | Hsu |
5112382 | May 12, 1992 | Hsu |
5118681 | June 2, 1992 | Amick et al. |
5149524 | September 22, 1992 | Sherba et al. |
5151447 | September 29, 1992 | Amick |
5166390 | November 24, 1992 | Weinstein et al. |
5170620 | December 15, 1992 | Whistler et al. |
5171570 | December 15, 1992 | Takemori et al. |
5179127 | January 12, 1993 | Hsu |
5198074 | March 30, 1993 | Villavicencio et al. |
5292762 | March 8, 1994 | Hsu |
5300672 | April 5, 1994 | Weinstein et al. |
5302592 | April 12, 1994 | Osei-Gyimah et al. |
5352444 | October 4, 1994 | Cox et al. |
5391561 | February 21, 1995 | Hsu |
5395455 | March 7, 1995 | Scott et al. |
5395623 | March 7, 1995 | Kovach |
5416210 | May 16, 1995 | Sherba et al. |
5424202 | June 13, 1995 | Ingram et al. |
5424417 | June 13, 1995 | Torget et al. |
5437992 | August 1, 1995 | Bodie et al. |
5458899 | October 17, 1995 | Floyd et al. |
5464832 | November 7, 1995 | Osei-Gyimah et al. |
5487989 | January 30, 1996 | Fowler et al. |
5503996 | April 2, 1996 | Torget et al. |
5505950 | April 9, 1996 | Floyd et al. |
5518902 | May 21, 1996 | Ozaki et al. |
5554520 | September 10, 1996 | Fowler et al. |
5587157 | December 24, 1996 | Cox et al. |
5589164 | December 31, 1996 | Cox et al. |
5683911 | November 4, 1997 | Bodie et al. |
5693518 | December 2, 1997 | Kofod et al. |
5705369 | January 6, 1998 | Torget et al. |
5733758 | March 31, 1998 | Nguyen |
5736032 | April 7, 1998 | Cox et al. |
5747082 | May 5, 1998 | Floyd et al. |
5770010 | June 23, 1998 | Jelks |
5786313 | July 28, 1998 | Schneider et al. |
5792630 | August 11, 1998 | Tonouchi et al. |
5861271 | January 19, 1999 | Fowler et al. |
5863783 | January 26, 1999 | Van Heuvel et al. |
5866392 | February 2, 1999 | Schou et al. |
5871550 | February 16, 1999 | Goedegebuur et al. |
5874276 | February 23, 1999 | Fowler et al. |
5885819 | March 23, 1999 | Kofod et al. |
5888806 | March 30, 1999 | Nguyen |
5908649 | June 1, 1999 | Floyd et al. |
5962277 | October 5, 1999 | Watanabe et al. |
5962278 | October 5, 1999 | Tsuchida et al. |
5989887 | November 23, 1999 | Van Heuvel et al. |
6001639 | December 14, 1999 | Schulein et al. |
6005141 | December 21, 1999 | Schneider et al. |
6008176 | December 28, 1999 | Schneider et al. |
6010870 | January 4, 2000 | Pelzer et al. |
6013490 | January 11, 2000 | Kouda et al. |
6017740 | January 25, 2000 | Kouda et al. |
6048715 | April 11, 2000 | Haynes et al. |
6069136 | May 30, 2000 | Tahara et al. |
6074856 | June 13, 2000 | Wong et al. |
6080567 | June 27, 2000 | Kofod et al. |
6110712 | August 29, 2000 | Tsuchida et al. |
6130076 | October 10, 2000 | Ingram |
6132998 | October 17, 2000 | Naritomi et al. |
6140105 | October 31, 2000 | Watanabe et al. |
6153413 | November 28, 2000 | Watanabe et al. |
6174700 | January 16, 2001 | Haynes et al. |
6197564 | March 6, 2001 | Kofod et al. |
6207436 | March 27, 2001 | Bjørnvad et al. |
6228630 | May 8, 2001 | Kofod et al. |
6268196 | July 31, 2001 | Fowler et al. |
6268197 | July 31, 2001 | Schulein et al. |
6309871 | October 30, 2001 | Outtrup et al. |
6328994 | December 11, 2001 | Shimizu et al. |
6333181 | December 25, 2001 | Ingram et al. |
6361989 | March 26, 2002 | Svendsen et al. |
6387690 | May 14, 2002 | Schulein et al. |
6399351 | June 4, 2002 | Bjørnvad et al. |
6420165 | July 16, 2002 | Weinstein et al. |
6444653 | September 3, 2002 | Huppe et al. |
6451063 | September 17, 2002 | Clarkson et al. |
6500658 | December 31, 2002 | Wu et al. |
6528298 | March 4, 2003 | Svendsen et al. |
6555228 | April 29, 2003 | Guritza |
6555335 | April 29, 2003 | Saloheimo et al. |
6566114 | May 20, 2003 | Kauppinen et al. |
6620605 | September 16, 2003 | Fowler et al. |
6623948 | September 23, 2003 | Outtrup et al. |
6630340 | October 7, 2003 | Wilting et al. |
6663780 | December 16, 2003 | Heikkila et al. |
6713460 | March 30, 2004 | Huppe et al. |
6768001 | July 27, 2004 | Saloheimo et al. |
6815192 | November 9, 2004 | Schnorr et al. |
6818434 | November 16, 2004 | Watanabe et al. |
6855531 | February 15, 2005 | Shulein et al. |
6878199 | April 12, 2005 | Bowden et al. |
6894199 | May 17, 2005 | Heikkila et al. |
6908995 | June 21, 2005 | Blount |
6911565 | June 28, 2005 | Heikkila et al. |
6942754 | September 13, 2005 | Izumi et al. |
6982159 | January 3, 2006 | Dunn-Coleman et al. |
7005289 | February 28, 2006 | Dunn-Coleman et al. |
7033811 | April 25, 2006 | Rey et al. |
7045331 | May 16, 2006 | Dunn-Coleman et al. |
7045332 | May 16, 2006 | Dunn-Coleman et al. |
7048952 | May 23, 2006 | Gerson et al. |
7049125 | May 23, 2006 | Dunn-Coleman et al. |
7056721 | June 6, 2006 | Dunn-Coleman et al. |
7067303 | June 27, 2006 | Nichols et al. |
7070805 | July 4, 2006 | Shimizu et al. |
7083673 | August 1, 2006 | Bowden et al. |
7109005 | September 19, 2006 | Eroma et al. |
7144716 | December 5, 2006 | Saville et al. |
7172891 | February 6, 2007 | Rey et al. |
7183093 | February 27, 2007 | Kauppinen et al. |
7198925 | April 3, 2007 | Foody |
7226772 | June 5, 2007 | Hseu et al. |
7226773 | June 5, 2007 | Schulein et al. |
7273742 | September 25, 2007 | Dunn-Coleman et al. |
7320886 | January 22, 2008 | Dunn-Coleman et al. |
7344871 | March 18, 2008 | Dunn-Coleman et al. |
7344876 | March 18, 2008 | Levine |
7351568 | April 1, 2008 | Dunn-Coleman et al. |
7351573 | April 1, 2008 | Dunn-Coleman et al. |
7361736 | April 22, 2008 | Schnorr et al. |
7381553 | June 3, 2008 | Zhao et al. |
7399485 | July 15, 2008 | Shimizu et al. |
7399855 | July 15, 2008 | Frost |
7407788 | August 5, 2008 | Dunn-Coleman et al. |
7431942 | October 7, 2008 | Shimizu et al. |
7449319 | November 11, 2008 | Dunn-Coleman et al. |
7449550 | November 11, 2008 | Adney et al. |
7452707 | November 18, 2008 | Goedegebuur et al. |
7459299 | December 2, 2008 | Goedegebuur et al. |
7503981 | March 17, 2009 | Wyman et al. |
7504120 | March 17, 2009 | Steer et al. |
7527959 | May 5, 2009 | Dunn-Coleman et al. |
7547534 | June 16, 2009 | Steer et al. |
7566561 | July 28, 2009 | Svendsen et al. |
7582462 | September 1, 2009 | Dunn-Coleman et al. |
7585652 | September 8, 2009 | Foody et al. |
7592163 | September 22, 2009 | Zhao et al. |
7592434 | September 22, 2009 | Kerovuo et al. |
7601529 | October 13, 2009 | Glad et al. |
7611882 | November 3, 2009 | Bjornvad et al. |
7625728 | December 1, 2009 | Eroma et al. |
7632479 | December 15, 2009 | Curren et al. |
7642079 | January 5, 2010 | Cayouette et al. |
7651582 | January 26, 2010 | Weimer et al. |
7659099 | February 9, 2010 | Saville et al. |
7670813 | March 2, 2010 | Foody et al. |
7682811 | March 23, 2010 | Leschine et al. |
7709697 | May 4, 2010 | Raab |
7723568 | May 25, 2010 | Lutfiyya et al. |
7727746 | June 1, 2010 | Foody et al. |
7727754 | June 1, 2010 | Dunn-Coleman et al. |
7732173 | June 8, 2010 | Mairal et al. |
7741089 | June 22, 2010 | Hitchman et al. |
7754457 | July 13, 2010 | Foody et al. |
7781191 | August 24, 2010 | Dunson, Jr. et al. |
7785854 | August 31, 2010 | St-Pierre et al. |
7786350 | August 31, 2010 | Allen et al. |
7786351 | August 31, 2010 | Houmard et al. |
7803601 | September 28, 2010 | Nobles, Jr. et al. |
7807419 | October 5, 2010 | Hennessey et al. |
7807434 | October 5, 2010 | Dunn-Coleman et al. |
7810507 | October 12, 2010 | Dube et al. |
7811799 | October 12, 2010 | Dunn-Coleman et al. |
7816581 | October 19, 2010 | Gilbertson et al. |
7819976 | October 26, 2010 | Friend et al. |
7829732 | November 9, 2010 | Mascal |
7838666 | November 23, 2010 | Yaginuma et al. |
7846705 | December 7, 2010 | Kensch et al. |
7867745 | January 11, 2011 | Hansen et al. |
7875292 | January 25, 2011 | Shimizu et al. |
7887862 | February 15, 2011 | Paz Briz et al. |
7901511 | March 8, 2011 | Griffin et al. |
7906704 | March 15, 2011 | Raab |
7910338 | March 22, 2011 | Hennessey et al. |
7910347 | March 22, 2011 | DiCosimo et al. |
7923233 | April 12, 2011 | Dicosimo et al. |
7923235 | April 12, 2011 | Foreman et al. |
7923236 | April 12, 2011 | Gusakov et al. |
7927854 | April 19, 2011 | DiCosimo et al. |
7931784 | April 26, 2011 | Medoff |
7932063 | April 26, 2011 | Dunson, Jr. et al. |
7932065 | April 26, 2011 | Medoff |
7932072 | April 26, 2011 | DiCosimo et al. |
7939488 | May 10, 2011 | Scheuing et al. |
7943363 | May 17, 2011 | Blanchard et al. |
7946295 | May 24, 2011 | Brinkley et al. |
7947813 | May 24, 2011 | Fahrner et al. |
7951570 | May 31, 2011 | Goedegebuur et al. |
7951571 | May 31, 2011 | Goedegebuur et al. |
7954734 | June 7, 2011 | Hata |
7960146 | June 14, 2011 | Dunn-Coleman et al. |
7960148 | June 14, 2011 | Steer et al. |
7960151 | June 14, 2011 | DiCosimo et al. |
7960153 | June 14, 2011 | Czechowski et al. |
7960160 | June 14, 2011 | Yaver et al. |
7960528 | June 14, 2011 | DiCosimo et al. |
7964383 | June 21, 2011 | DiCosimo et al. |
7967904 | June 28, 2011 | Bowden et al. |
7972832 | July 5, 2011 | Day et al. |
7977450 | July 12, 2011 | Frost |
7981643 | July 19, 2011 | Dicosimo et al. |
7981644 | July 19, 2011 | Dicosimo et al. |
7981646 | July 19, 2011 | Heald et al. |
7993463 | August 9, 2011 | Griffin et al. |
7993890 | August 9, 2011 | Soerensen et al. |
7993898 | August 9, 2011 | Andersen et al. |
7998711 | August 16, 2011 | Goedegebuur et al. |
7998713 | August 16, 2011 | Dunson, Jr. et al. |
8008056 | August 30, 2011 | Aehle et al. |
8017372 | September 13, 2011 | Andersen et al. |
8017820 | September 13, 2011 | Foody et al. |
8030050 | October 4, 2011 | Berg et al. |
8034592 | October 11, 2011 | Elias et al. |
8043837 | October 25, 2011 | Burke et al. |
8043839 | October 25, 2011 | Weiner et al. |
8053566 | November 8, 2011 | Belanger et al. |
8061362 | November 22, 2011 | Mua et al. |
8063201 | November 22, 2011 | Medoff |
8067222 | November 29, 2011 | Kerovuo et al. |
8071349 | December 6, 2011 | Dunn-Coleman et al. |
8071351 | December 6, 2011 | Schnorr et al. |
8080398 | December 20, 2011 | Holm et al. |
8083906 | December 27, 2011 | Medoff |
8092647 | January 10, 2012 | Akhtar et al. |
8093037 | January 10, 2012 | Picataggio et al. |
8097442 | January 17, 2012 | Hitchman et al. |
8097445 | January 17, 2012 | Bower et al. |
8101024 | January 24, 2012 | Wyman et al. |
8101393 | January 24, 2012 | Gray et al. |
8101398 | January 24, 2012 | St-Pierre et al. |
8105398 | January 31, 2012 | Morgan |
8114655 | February 14, 2012 | Dunn-Coleman et al. |
8114974 | February 14, 2012 | Picataggio et al. |
8119385 | February 21, 2012 | Mathur et al. |
8133711 | March 13, 2012 | Dunn-Coleman et al. |
8142620 | March 27, 2012 | Medoff |
8143050 | March 27, 2012 | Yang et al. |
8143480 | March 27, 2012 | Axtell et al. |
8148133 | April 3, 2012 | Elias et al. |
8148579 | April 3, 2012 | Bradin |
8158397 | April 17, 2012 | Jones et al. |
8168038 | May 1, 2012 | Medoff |
8173410 | May 8, 2012 | Bott et al. |
8178336 | May 15, 2012 | Derkx et al. |
8187860 | May 29, 2012 | Franklin et al. |
8192968 | June 5, 2012 | Edwards et al. |
8202709 | June 19, 2012 | Tolan et al. |
8202831 | June 19, 2012 | Lant et al. |
8206963 | June 26, 2012 | Dicosimo et al. |
8206964 | June 26, 2012 | DiCosimo et al. |
8212087 | July 3, 2012 | Medoff |
8216815 | July 10, 2012 | McDaniel et al. |
8217227 | July 10, 2012 | Allen et al. |
8222010 | July 17, 2012 | Franklin et al. |
8227236 | July 24, 2012 | Picataggio et al. |
8232080 | July 31, 2012 | Day et al. |
8236535 | August 7, 2012 | Medoff et al. |
8236542 | August 7, 2012 | Cascao-Pereira et al. |
8236546 | August 7, 2012 | Goedegebuur et al. |
8236551 | August 7, 2012 | Dhawan et al. |
8241461 | August 14, 2012 | Dyer |
8241881 | August 14, 2012 | Bradin |
8247203 | August 21, 2012 | Foody et al. |
8247647 | August 21, 2012 | Raab |
8257959 | September 4, 2012 | Bell et al. |
8263368 | September 11, 2012 | Svendsen et al. |
8273181 | September 25, 2012 | Foody et al. |
8273559 | September 25, 2012 | Geros |
8278079 | October 2, 2012 | Dunn-Coleman et al. |
8278260 | October 2, 2012 | Saint Victor |
8283150 | October 9, 2012 | Adney et al. |
8287732 | October 16, 2012 | Chen et al. |
8288144 | October 16, 2012 | Glad et al. |
8288148 | October 16, 2012 | Cervin et al. |
8293508 | October 23, 2012 | Lantero et al. |
8298795 | October 30, 2012 | Yang et al. |
8298799 | October 30, 2012 | Bornscheuer et al. |
8298802 | October 30, 2012 | Dunn-Coleman et al. |
8304219 | November 6, 2012 | Levine |
8309328 | November 13, 2012 | Dhawan et al. |
8309331 | November 13, 2012 | Banerjee et al. |
8317975 | November 27, 2012 | Amidon et al. |
8318461 | November 27, 2012 | Tolan et al. |
8323947 | December 4, 2012 | Yang et al. |
8328947 | December 11, 2012 | Anand et al. |
8334430 | December 18, 2012 | Allen et al. |
8338139 | December 25, 2012 | Lail et al. |
8343747 | January 1, 2013 | Burke et al. |
8354263 | January 15, 2013 | Schnorr et al. |
8357523 | January 22, 2013 | Postlethwaite et al. |
8361762 | January 29, 2013 | Beck et al. |
8361767 | January 29, 2013 | Dunn-Coleman et al. |
8362322 | January 29, 2013 | Apuya et al. |
8367819 | February 5, 2013 | Frost |
8372598 | February 12, 2013 | Mucha |
8377659 | February 19, 2013 | Goedegebuur et al. |
8389254 | March 5, 2013 | Dicosimo et al. |
8389255 | March 5, 2013 | Dicosimo et al. |
8389256 | March 5, 2013 | Dicosimo et al. |
8389257 | March 5, 2013 | Dicosimo et al. |
8389258 | March 5, 2013 | DiCosimo et al. |
8389259 | March 5, 2013 | DiCosimo et al. |
8389260 | March 5, 2013 | DiCosimo et al. |
8394616 | March 12, 2013 | DiCosimo et al. |
8394617 | March 12, 2013 | DiCosimo et al. |
8395023 | March 12, 2013 | Gilbertson et al. |
20010010825 | August 2, 2001 | Shimizu et al. |
20010044138 | November 22, 2001 | Watanabe et al. |
20020012980 | January 31, 2002 | Sreenath |
20020045057 | April 18, 2002 | Guritza |
20020142034 | October 3, 2002 | Shimizu et al. |
20020156048 | October 24, 2002 | Huppe et al. |
20020160469 | October 31, 2002 | Ingram et al. |
20020164731 | November 7, 2002 | Eroma et al. |
20020164774 | November 7, 2002 | Fowler et al. |
20020193272 | December 19, 2002 | Clarkson et al. |
20020195213 | December 26, 2002 | Izumi et al. |
20030013172 | January 16, 2003 | Gerendash |
20030022347 | January 30, 2003 | Sjoholm et al. |
20030022807 | January 30, 2003 | Wilting et al. |
20030032084 | February 13, 2003 | Saville |
20030032148 | February 13, 2003 | Watanabe et al. |
20030032162 | February 13, 2003 | Schnorr et al. |
20030054500 | March 20, 2003 | Ingram et al. |
20030054518 | March 20, 2003 | Saloheimo et al. |
20030054539 | March 20, 2003 | Schulein et al. |
20030082779 | May 1, 2003 | Dunn-Coleman et al. |
20030087415 | May 8, 2003 | Andersen et al. |
20030092097 | May 15, 2003 | Andersen et al. |
20030097029 | May 22, 2003 | Heikkila et al. |
20030113732 | June 19, 2003 | Dunn-Coleman et al. |
20030113734 | June 19, 2003 | Dunn-Coleman et al. |
20030113735 | June 19, 2003 | Dunn-Coleman et al. |
20030114330 | June 19, 2003 | Dunn-Coleman et al. |
20030119006 | June 26, 2003 | Dunn-Coleman et al. |
20030125588 | July 3, 2003 | Heikkila et al. |
20030180900 | September 25, 2003 | Lantero |
20030203454 | October 30, 2003 | Chotani et al. |
20030203466 | October 30, 2003 | Kauppinen et al. |
20030211958 | November 13, 2003 | Svendsen et al. |
20030216492 | November 20, 2003 | Bowden et al. |
20030225005 | December 4, 2003 | Gerson et al. |
20040053238 | March 18, 2004 | Hseu et al. |
20040067569 | April 8, 2004 | Rey et al. |
20040102619 | May 27, 2004 | Dunn-Coleman et al. |
20040121436 | June 24, 2004 | Blount |
20040157301 | August 12, 2004 | Chotani et al. |
20040203134 | October 14, 2004 | Pyntikov et al. |
20040210099 | October 21, 2004 | Shiratori |
20040231661 | November 25, 2004 | Griffin et al. |
20040259218 | December 23, 2004 | Weimer et al. |
20040266642 | December 30, 2004 | Schnorr et al. |
20050009166 | January 13, 2005 | Andersen et al. |
20050037459 | February 17, 2005 | Goedegebuur et al. |
20050054039 | March 10, 2005 | Goedegebuur et al. |
20050070003 | March 31, 2005 | Schulein et al. |
20050075497 | April 7, 2005 | Utz et al. |
20050100996 | May 12, 2005 | Lantero, Jr. et al. |
20050118130 | June 2, 2005 | Utz et al. |
20050120915 | June 9, 2005 | Bowden et al. |
20050125860 | June 9, 2005 | Raab |
20050129643 | June 16, 2005 | Lepilleur et al. |
20050148056 | July 7, 2005 | Levine |
20050210548 | September 22, 2005 | Yaver et al. |
20050214921 | September 29, 2005 | Dunn-coleman et al. |
20050221369 | October 6, 2005 | Dunn-Coleman et al. |
20050244878 | November 3, 2005 | Dunn-Coleman et al. |
20050244934 | November 3, 2005 | Foody et al. |
20050272836 | December 8, 2005 | Yaginuma et al. |
20050277172 | December 15, 2005 | Day et al. |
20060003433 | January 5, 2006 | Steer et al. |
20060018862 | January 26, 2006 | Chen et al. |
20060035353 | February 16, 2006 | Zhao et al. |
20060046284 | March 2, 2006 | Dunn-Coleman et al. |
20060057672 | March 16, 2006 | Bower et al. |
20060068475 | March 30, 2006 | Foody |
20060084156 | April 20, 2006 | Lantero et al. |
20060089283 | April 27, 2006 | Glad et al. |
20060104931 | May 18, 2006 | Fukutome et al. |
20060110797 | May 25, 2006 | Rey et al. |
20060135388 | June 22, 2006 | Dunn-Coleman et al. |
20060141601 | June 29, 2006 | Dunn-Coleman et al. |
20060154352 | July 13, 2006 | Foody et al. |
20060154844 | July 13, 2006 | Dunn-Coleman et al. |
20060165613 | July 27, 2006 | Bjoernvad et al. |
20060166322 | July 27, 2006 | Dunn-Coleman et al. |
20060182802 | August 17, 2006 | Shimizu et al. |
20060188965 | August 24, 2006 | Wyman et al. |
20060200878 | September 7, 2006 | Lutfiyya et al. |
20060205042 | September 14, 2006 | Aehle et al. |
20060210971 | September 21, 2006 | Kerovuo et al. |
20060211101 | September 21, 2006 | Chotani et al. |
20060235115 | October 19, 2006 | Weimer et al. |
20060246563 | November 2, 2006 | Eroma et al. |
20060255507 | November 16, 2006 | Bowden et al. |
20060258554 | November 16, 2006 | Dunn-Coleman et al. |
20060259995 | November 16, 2006 | Cayouette et al. |
20060275241 | December 7, 2006 | Padlo et al. |
20060281157 | December 14, 2006 | Chotani et al. |
20070011775 | January 11, 2007 | Allen et al. |
20070031918 | February 8, 2007 | Dunson, Jr. et al. |
20070031919 | February 8, 2007 | Dunson, Jr. et al. |
20070031953 | February 8, 2007 | Dunson, Jr. et al. |
20070031954 | February 8, 2007 | Mairal et al. |
20070036832 | February 15, 2007 | Williams et al. |
20070037259 | February 15, 2007 | Hennessey et al. |
20070059813 | March 15, 2007 | Saville |
20070072185 | March 29, 2007 | Schnorr et al. |
20070079944 | April 12, 2007 | Amidon et al. |
20070083947 | April 12, 2007 | Huang et al. |
20070083949 | April 12, 2007 | Huang et al. |
20070083950 | April 12, 2007 | Huang et al. |
20070083951 | April 12, 2007 | Huang et al. |
20070083952 | April 12, 2007 | Huang et al. |
20070087066 | April 19, 2007 | Gerson et al. |
20070089184 | April 19, 2007 | Huang et al. |
20070089185 | April 19, 2007 | Huang et al. |
20070089186 | April 19, 2007 | Huang et al. |
20070089187 | April 19, 2007 | Huang et al. |
20070089188 | April 19, 2007 | Huang et al. |
20070089189 | April 19, 2007 | Huang et al. |
20070089190 | April 19, 2007 | Huang et al. |
20070089191 | April 19, 2007 | Huang et al. |
20070089192 | April 19, 2007 | Huang et al. |
20070089193 | April 19, 2007 | Huang et al. |
20070089194 | April 19, 2007 | Huang et al. |
20070089195 | April 19, 2007 | Huang et al. |
20070089196 | April 19, 2007 | Huang et al. |
20070092934 | April 26, 2007 | Jones et al. |
20070092935 | April 26, 2007 | Jones et al. |
20070094748 | April 26, 2007 | Huang et al. |
20070105112 | May 10, 2007 | Hitchman et al. |
20070113301 | May 17, 2007 | Huang et al. |
20070113302 | May 17, 2007 | Huang et al. |
20070118917 | May 24, 2007 | Huang et al. |
20070118918 | May 24, 2007 | Huang et al. |
20070141660 | June 21, 2007 | Chotani et al. |
20070141693 | June 21, 2007 | Berg et al. |
20070148730 | June 28, 2007 | Adney |
20070148751 | June 28, 2007 | Griffin et al. |
20070149777 | June 28, 2007 | Frost |
20070172916 | July 26, 2007 | Jones et al. |
20070173431 | July 26, 2007 | Day et al. |
20070175825 | August 2, 2007 | Denney |
20070178569 | August 2, 2007 | Leschine et al. |
20070192903 | August 16, 2007 | Heck et al. |
20070199095 | August 23, 2007 | Allen et al. |
20070199903 | August 30, 2007 | Denney |
20070202566 | August 30, 2007 | Bornscheuer et al. |
20070207530 | September 6, 2007 | Dunn-Coleman et al. |
20070207939 | September 6, 2007 | Fenyvesi et al. |
20070213249 | September 13, 2007 | Dunn-Coleman et al. |
20070218541 | September 20, 2007 | Denney et al. |
20070219521 | September 20, 2007 | Hird et al. |
20070221552 | September 27, 2007 | Denney |
20070227971 | October 4, 2007 | Denney |
20070241306 | October 18, 2007 | Wehner et al. |
20070254031 | November 1, 2007 | Shimizu et al. |
20070298475 | December 27, 2007 | Heald et al. |
20080009047 | January 10, 2008 | Bell et al. |
20080020435 | January 24, 2008 | Burke et al. |
20080029110 | February 7, 2008 | Dube et al. |
20080034453 | February 7, 2008 | Cheikh et al. |
20080056983 | March 6, 2008 | Curren et al. |
20080064064 | March 13, 2008 | Kensch et al. |
20080064906 | March 13, 2008 | Foody et al. |
20080070291 | March 20, 2008 | Lam et al. |
20080076152 | March 27, 2008 | St-Pierre et al. |
20080076314 | March 27, 2008 | Blanz et al. |
20080085520 | April 10, 2008 | Nobles, Jr. et al. |
20080085536 | April 10, 2008 | Nobles, Jr. et al. |
20080095889 | April 24, 2008 | Dunn-Coleman et al. |
20080102502 | May 1, 2008 | Foody et al. |
20080113413 | May 15, 2008 | Nobles et al. |
20080138880 | June 12, 2008 | Schnorr et al. |
20080145912 | June 19, 2008 | Schulein et al. |
20080176282 | July 24, 2008 | Dunn-Coleman et al. |
20080193981 | August 14, 2008 | Fahrner et al. |
20080193992 | August 14, 2008 | Levine |
20080201801 | August 21, 2008 | Allen et al. |
20080202684 | August 28, 2008 | Weimer et al. |
20080206836 | August 28, 2008 | Andersen et al. |
20080227161 | September 18, 2008 | Levie et al. |
20080227173 | September 18, 2008 | Berg et al. |
20080227182 | September 18, 2008 | Anderson et al. |
20080229456 | September 18, 2008 | Huang et al. |
20080229657 | September 25, 2008 | Senyk et al. |
20080233175 | September 25, 2008 | Steer et al. |
20080241900 | October 2, 2008 | Zhao et al. |
20080248160 | October 9, 2008 | Steer et al. |
20080251374 | October 16, 2008 | McManigal |
20080254080 | October 16, 2008 | Glynson et al. |
20080261267 | October 23, 2008 | Ferrer et al. |
20080274527 | November 6, 2008 | Soerensen et al. |
20080292701 | November 27, 2008 | Shimizu et al. |
20080292747 | November 27, 2008 | Berg et al. |
20080293086 | November 27, 2008 | Contag |
20080293114 | November 27, 2008 | Foody et al. |
20080305531 | December 11, 2008 | Lam et al. |
20080311640 | December 18, 2008 | Cox et al. |
20090004714 | January 1, 2009 | Norholm et al. |
20090004726 | January 1, 2009 | Liu |
20090005532 | January 1, 2009 | Frost |
20090013434 | January 8, 2009 | Huang et al. |
20090017512 | January 15, 2009 | May et al. |
20090025738 | January 29, 2009 | Mua et al. |
20090025739 | January 29, 2009 | Brinkley et al. |
20090035826 | February 5, 2009 | Tolan et al. |
20090036648 | February 5, 2009 | Dunn-Coleman et al. |
20090038023 | February 5, 2009 | Weiner et al. |
20090042259 | February 12, 2009 | Dale et al. |
20090042266 | February 12, 2009 | Vehmaanpera et al. |
20090050134 | February 26, 2009 | Friend et al. |
20090053777 | February 26, 2009 | Hennessey et al. |
20090053800 | February 26, 2009 | Friend et al. |
20090056201 | March 5, 2009 | Morgan |
20090056707 | March 5, 2009 | Foody et al. |
20090061490 | March 5, 2009 | Edwards et al. |
20090068714 | March 12, 2009 | Leschine et al. |
20090070898 | March 12, 2009 | Allen et al. |
20090075336 | March 19, 2009 | Goedegebuur et al. |
20090081762 | March 26, 2009 | Adney et al. |
20090093028 | April 9, 2009 | Doran Peterson et al. |
20090098266 | April 16, 2009 | Briz et al. |
20090099079 | April 16, 2009 | Emalfarb et al. |
20090136476 | May 28, 2009 | Soerensen et al. |
20090137438 | May 28, 2009 | Lepilleur et al. |
20090142848 | June 4, 2009 | Wyman et al. |
20090155238 | June 18, 2009 | Weiner et al. |
20090163397 | June 25, 2009 | Goedegebuur et al. |
20090170174 | July 2, 2009 | Czechowski et al. |
20090170181 | July 2, 2009 | Dunn-Coleman et al. |
20090170747 | July 2, 2009 | Andersen et al. |
20090172838 | July 2, 2009 | Axtell et al. |
20090176292 | July 9, 2009 | Dunn-Coleman et al. |
20090181126 | July 16, 2009 | Wicking et al. |
20090181433 | July 16, 2009 | Chotani et al. |
20090194243 | August 6, 2009 | Akhtar et al. |
20090198046 | August 6, 2009 | Fanselow et al. |
20090202675 | August 13, 2009 | Derkx et al. |
20090203102 | August 13, 2009 | Cervin et al. |
20090209009 | August 20, 2009 | Tolan et al. |
20090217569 | September 3, 2009 | Pastinen et al. |
20090220480 | September 3, 2009 | Gray et al. |
20090221051 | September 3, 2009 | Steer et al. |
20090224086 | September 10, 2009 | Hata |
20090226979 | September 10, 2009 | Retsina et al. |
20090233335 | September 17, 2009 | Goedegebuur et al. |
20090234142 | September 17, 2009 | Mascal |
20090235388 | September 17, 2009 | Allen et al. |
20090247448 | October 1, 2009 | Glad et al. |
20090258172 | October 15, 2009 | Bowden et al. |
20090280105 | November 12, 2009 | Gusakov et al. |
20090286294 | November 19, 2009 | Blanchard et al. |
20090286295 | November 19, 2009 | Medoff et al. |
20090297495 | December 3, 2009 | Kerovuo et al. |
20090298149 | December 3, 2009 | Wang et al. |
20090311752 | December 17, 2009 | Bodie et al. |
20090312221 | December 17, 2009 | Lant et al. |
20090312537 | December 17, 2009 | Medoff |
20090317864 | December 24, 2009 | Svendsen et al. |
20090318571 | December 24, 2009 | Utz et al. |
20090324574 | December 31, 2009 | Mathur et al. |
20090325254 | December 31, 2009 | Zhao et al. |
20100003234 | January 7, 2010 | Blum et al. |
20100003716 | January 7, 2010 | Cervin et al. |
20100003733 | January 7, 2010 | Foody et al. |
20100011456 | January 14, 2010 | Mathur et al. |
20100021988 | January 28, 2010 | Kerovuo et al. |
20100028966 | February 4, 2010 | Blanchard et al. |
20100031398 | February 4, 2010 | Lewis et al. |
20100035320 | February 11, 2010 | Blanchard et al. |
20100041104 | February 18, 2010 | Cascao-Pereira et al. |
20100048417 | February 25, 2010 | Jones et al. |
20100048964 | February 25, 2010 | Calabria et al. |
20100055747 | March 4, 2010 | Kelemen et al. |
20100055753 | March 4, 2010 | Geros |
20100056774 | March 4, 2010 | Anand et al. |
20100068768 | March 18, 2010 | Tolan et al. |
20100068790 | March 18, 2010 | Bell et al. |
20100071259 | March 25, 2010 | Hu et al. |
20100075404 | March 25, 2010 | Templeton |
20100086978 | April 8, 2010 | Beck et al. |
20100087687 | April 8, 2010 | Medoff |
20100095390 | April 15, 2010 | Weiner et al. |
20100099640 | April 22, 2010 | Geuns et al. |
20100101605 | April 29, 2010 | Saint Victor |
20100105114 | April 29, 2010 | Blanchard et al. |
20100107342 | May 6, 2010 | Schulein et al. |
20100108567 | May 6, 2010 | Medoff |
20100112242 | May 6, 2010 | Medoff |
20100113846 | May 6, 2010 | McAuliffe et al. |
20100124583 | May 20, 2010 | Medoff |
20100129835 | May 27, 2010 | Bodie |
20100136113 | June 3, 2010 | Steer et al. |
20100136661 | June 3, 2010 | Leschine et al. |
20100137647 | June 3, 2010 | Bradin |
20100143998 | June 10, 2010 | Leschine et al. |
20100144584 | June 10, 2010 | Saint Victor |
20100151546 | June 17, 2010 | Leschine et al. |
20100151547 | June 17, 2010 | Platz |
20100151551 | June 17, 2010 | Leschine et al. |
20100159510 | June 24, 2010 | Raab |
20100159553 | June 24, 2010 | Bradin |
20100159566 | June 24, 2010 | Leschine et al. |
20100160201 | June 24, 2010 | Scheuing et al. |
20100167370 | July 1, 2010 | Chotani et al. |
20100167371 | July 1, 2010 | Chotani et al. |
20100179315 | July 15, 2010 | Medoff |
20100184175 | July 22, 2010 | Dunn-Coleman et al. |
20100184178 | July 22, 2010 | Beck et al. |
20100189706 | July 29, 2010 | Chang et al. |
20100196977 | August 5, 2010 | Chotani et al. |
20100196978 | August 5, 2010 | Wood et al. |
20100196981 | August 5, 2010 | Aharon et al. |
20100199548 | August 12, 2010 | del Cardayre et al. |
20100212091 | August 26, 2010 | Schnorr et al. |
20100216200 | August 26, 2010 | Leschine et al. |
20100221784 | September 2, 2010 | Fujdala et al. |
20100221819 | September 2, 2010 | Foody et al. |
20100223694 | September 2, 2010 | Lutfiyya et al. |
20100240128 | September 23, 2010 | Fillatti et al. |
20100263264 | October 21, 2010 | Augier et al. |
20100267110 | October 21, 2010 | Hitchman et al. |
20100268000 | October 21, 2010 | Parekh et al. |
20100273214 | October 28, 2010 | Holm et al. |
20100279354 | November 4, 2010 | de Crecy |
20100279361 | November 4, 2010 | South et al. |
20100285534 | November 11, 2010 | South et al. |
20100287826 | November 18, 2010 | Hoffman et al. |
20100291653 | November 18, 2010 | Ness et al. |
20100297704 | November 25, 2010 | Li |
20100297721 | November 25, 2010 | Hogsett et al. |
20100298612 | November 25, 2010 | Behrouzian et al. |
20100304420 | December 2, 2010 | Gray |
20100304439 | December 2, 2010 | Medoff |
20100304440 | December 2, 2010 | Medoff |
20100312028 | December 9, 2010 | Olson et al. |
20100317059 | December 16, 2010 | Postlethwaite et al. |
20100317087 | December 16, 2010 | St-Pierre et al. |
20100319862 | December 23, 2010 | Rahman |
20100330633 | December 30, 2010 | Walther et al. |
20110000125 | January 6, 2011 | McDaniel et al. |
20110003341 | January 6, 2011 | Nojiri et al. |
20110003345 | January 6, 2011 | Nobles, Jr. et al. |
20110014672 | January 20, 2011 | Chotani et al. |
20110016545 | January 20, 2011 | Gray et al. |
20110020874 | January 27, 2011 | Hata |
20110027346 | February 3, 2011 | Weiner et al. |
20110027837 | February 3, 2011 | Medoff |
20110028672 | February 3, 2011 | Dahlman et al. |
20110033391 | February 10, 2011 | Weiner et al. |
20110035838 | February 10, 2011 | Lutfiyya et al. |
20110035839 | February 10, 2011 | Lutfiyya et al. |
20110039308 | February 17, 2011 | Slupska et al. |
20110039309 | February 17, 2011 | Conner et al. |
20110039317 | February 17, 2011 | Medoff |
20110039318 | February 17, 2011 | Lehr |
20110039320 | February 17, 2011 | Li et al. |
20110040058 | February 17, 2011 | McAuliffe et al. |
20110045544 | February 24, 2011 | Vehmaanpera et al. |
20110046422 | February 24, 2011 | McAuliffe et al. |
20110053245 | March 3, 2011 | Weiner et al. |
20110061666 | March 17, 2011 | Dube et al. |
20110065910 | March 17, 2011 | Medoff |
20110076743 | March 31, 2011 | Beck et al. |
20110081335 | April 7, 2011 | Medoff |
20110081336 | April 7, 2011 | Medoff |
20110081412 | April 7, 2011 | Shimizu et al. |
20110081697 | April 7, 2011 | Liu |
20110086408 | April 14, 2011 | Power et al. |
20110086410 | April 14, 2011 | Dunn-Coleman et al. |
20110091940 | April 21, 2011 | Atalla |
20110091950 | April 21, 2011 | Hansen et al. |
20110093965 | April 21, 2011 | O'Donoghue et al. |
20110095111 | April 28, 2011 | Briz et al. |
20110097786 | April 28, 2011 | Howard et al. |
20110100359 | May 5, 2011 | North |
20110111456 | May 12, 2011 | Medoff |
20110117067 | May 19, 2011 | Esteghlalian et al. |
20110117619 | May 19, 2011 | Hansen et al. |
20110124058 | May 26, 2011 | Baidyaroy et al. |
20110124074 | May 26, 2011 | Den Haan et al. |
20110125118 | May 26, 2011 | Lynch |
20110129880 | June 2, 2011 | Conners et al. |
20110129881 | June 2, 2011 | Yang et al. |
20110129886 | June 2, 2011 | Howard et al. |
20110129887 | June 2, 2011 | Contag et al. |
20110130488 | June 2, 2011 | Yoshino et al. |
20110136174 | June 9, 2011 | Kosugi et al. |
20110136196 | June 9, 2011 | Elias et al. |
20110136907 | June 9, 2011 | DiCosimo et al. |
20110136908 | June 9, 2011 | DiCosimo et al. |
20110138502 | June 9, 2011 | Raab |
20110139657 | June 16, 2011 | Hird et al. |
20110139658 | June 16, 2011 | Hird et al. |
20110139659 | June 16, 2011 | Hird et al. |
20110139662 | June 16, 2011 | Hird et al. |
20110143398 | June 16, 2011 | Howard et al. |
20110144241 | June 16, 2011 | Yoshino et al. |
20110146138 | June 23, 2011 | Berry et al. |
20110146142 | June 23, 2011 | Lee et al. |
20110150857 | June 23, 2011 | Dicosimo et al. |
20110152368 | June 23, 2011 | DiCosimo et al. |
20110152369 | June 23, 2011 | DiCosimo et al. |
20110152370 | June 23, 2011 | DiCosimo et al. |
20110152812 | June 23, 2011 | Hird et al. |
20110155559 | June 30, 2011 | Medoff |
20110159544 | June 30, 2011 | Puranen et al. |
20110165660 | July 7, 2011 | Picataggio et al. |
20110165661 | July 7, 2011 | Picataggio et al. |
20110171705 | July 14, 2011 | Kotlar et al. |
20110171709 | July 14, 2011 | Bardsley |
20110177561 | July 21, 2011 | Goedegebuur et al. |
20110177565 | July 21, 2011 | Cho et al. |
20110177573 | July 21, 2011 | All et al. |
20110178261 | July 21, 2011 | Feher et al. |
20110183379 | July 28, 2011 | Ladisch et al. |
20110183396 | July 28, 2011 | Noda et al. |
20110185456 | July 28, 2011 | Cheikh et al. |
20110190488 | August 4, 2011 | Wicks |
20110195481 | August 11, 2011 | Svendsen et al. |
20110201093 | August 18, 2011 | Czechowski et al. |
20110207192 | August 25, 2011 | Pigeau et al. |
20110212499 | September 1, 2011 | Ladisch et al. |
20110212505 | September 1, 2011 | Dunn-Coleman et al. |
20110224416 | September 15, 2011 | Picataggio et al. |
20110229956 | September 22, 2011 | Day et al. |
20110229959 | September 22, 2011 | Picataggio et al. |
20110232160 | September 29, 2011 | Siskin et al. |
20110232161 | September 29, 2011 | Siskin et al. |
20110232162 | September 29, 2011 | Siskin et al. |
20110232163 | September 29, 2011 | Siskin et al. |
20110232164 | September 29, 2011 | Siskin et al. |
20110233042 | September 29, 2011 | Siskin et al. |
20110236335 | September 29, 2011 | Dicosimo et al. |
20110236336 | September 29, 2011 | DiCosimo et al. |
20110236337 | September 29, 2011 | Dicosimo et al. |
20110236338 | September 29, 2011 | Dicosimo et al. |
20110236339 | September 29, 2011 | DiCosimo et al. |
20110237769 | September 29, 2011 | Feher et al. |
20110239333 | September 29, 2011 | Yaver et al. |
20110250635 | October 13, 2011 | Paz Briz et al. |
20110250638 | October 13, 2011 | Sjoede et al. |
20110250646 | October 13, 2011 | Bazzana et al. |
20110250667 | October 13, 2011 | Elias et al. |
20110250674 | October 13, 2011 | Andersen et al. |
20110251377 | October 13, 2011 | Rahman et al. |
20110262984 | October 27, 2011 | Nguyen |
20110262985 | October 27, 2011 | Medoff |
20110268858 | November 3, 2011 | Heald et al. |
20110269201 | November 3, 2011 | Gray et al. |
20110271875 | November 10, 2011 | Ahmed et al. |
20110275118 | November 10, 2011 | De Crecy |
20110275130 | November 10, 2011 | Pronk et al. |
20110294164 | December 1, 2011 | Goedegebuur et al. |
20110294165 | December 1, 2011 | Goedegebuur et al. |
20110294181 | December 1, 2011 | Weydahl |
20110296543 | December 1, 2011 | Chang et al. |
20110296555 | December 1, 2011 | Ivashuta et al. |
20110300585 | December 8, 2011 | Banerjee et al. |
20110300586 | December 8, 2011 | Liu et al. |
20110306083 | December 15, 2011 | Mucha |
20110306100 | December 15, 2011 | De Crecy |
20110306101 | December 15, 2011 | De Crecy |
20110306117 | December 15, 2011 | Lam et al. |
20110312048 | December 22, 2011 | Fanselow et al. |
20110312055 | December 22, 2011 | Weydahl |
20110312058 | December 22, 2011 | Sibbesen et al. |
20110314726 | December 29, 2011 | Jameel et al. |
20110315154 | December 29, 2011 | Mua et al. |
20110318796 | December 29, 2011 | Walther |
20110318798 | December 29, 2011 | Walther et al. |
20110319849 | December 29, 2011 | Collias et al. |
20120003701 | January 5, 2012 | Brevnova et al. |
20120003703 | January 5, 2012 | Mitchell et al. |
20120003704 | January 5, 2012 | Medoff |
20120005949 | January 12, 2012 | Stevens et al. |
20120006320 | January 12, 2012 | Nguyen |
20120009631 | January 12, 2012 | Yang et al. |
20120009634 | January 12, 2012 | Burke et al. |
20120009640 | January 12, 2012 | Behrouzian et al. |
20120010436 | January 12, 2012 | Lee et al. |
20120010437 | January 12, 2012 | Jevtic et al. |
20120010438 | January 12, 2012 | Lee et al. |
20120010439 | January 12, 2012 | Jevtic et al. |
20120010440 | January 12, 2012 | Sarager et al. |
20120010443 | January 12, 2012 | Jevtic et al. |
20120010444 | January 12, 2012 | Horton et al. |
20120010445 | January 12, 2012 | Johnston et al. |
20120010446 | January 12, 2012 | Warner et al. |
20120010447 | January 12, 2012 | Warner et al. |
20120010448 | January 12, 2012 | Sarager et al. |
20120015408 | January 19, 2012 | Baidyaroy et al. |
20120015422 | January 19, 2012 | Huang et al. |
20120021092 | January 26, 2012 | Sibbesen et al. |
20120021490 | January 26, 2012 | Steer et al. |
20120028306 | February 2, 2012 | Sibbesen et al. |
20120028325 | February 2, 2012 | Herring et al. |
20120029247 | February 2, 2012 | Holbrey et al. |
20120030838 | February 2, 2012 | Gusakov et al. |
20120035400 | February 9, 2012 | Johnston et al. |
20120036599 | February 9, 2012 | Gusakov et al. |
20120036768 | February 16, 2012 | Phillips et al. |
20120036769 | February 16, 2012 | Johnston et al. |
20120040409 | February 16, 2012 | Hau et al. |
20120040435 | February 16, 2012 | Aehle et al. |
20120041075 | February 16, 2012 | Johnston et al. |
20120045811 | February 23, 2012 | Dunn-Coleman et al. |
20120045812 | February 23, 2012 | Bergsma et al. |
20120046501 | February 23, 2012 | Warner et al. |
20120052534 | March 1, 2012 | Harlick et al. |
20120059197 | March 8, 2012 | Jevtic et al. |
20120064579 | March 15, 2012 | Kelley et al. |
20120064592 | March 15, 2012 | O'Mullan et al. |
20120064609 | March 15, 2012 | Clement et al. |
20120066781 | March 15, 2012 | Weiner et al. |
20120077216 | March 29, 2012 | Zhang et al. |
20120077247 | March 29, 2012 | Medoff |
20120079665 | April 5, 2012 | Schnorr et al. |
20120083019 | April 5, 2012 | Baidyaroy et al. |
20120094340 | April 19, 2012 | Morgan |
20120094343 | April 19, 2012 | Hogsett et al. |
20120094355 | April 19, 2012 | Medoff |
20120094358 | April 19, 2012 | Medoff |
20120097194 | April 26, 2012 | McDaniel et al. |
20120100045 | April 26, 2012 | Beldring et al. |
20120100587 | April 26, 2012 | Dunn-Coleman et al. |
20120101250 | April 26, 2012 | Sakuma et al. |
20120107880 | May 3, 2012 | Baidyaroy et al. |
20120107881 | May 3, 2012 | Dhawan et al. |
20120107887 | May 3, 2012 | Chheda et al. |
20120107888 | May 3, 2012 | Schmalisch et al. |
20120107892 | May 3, 2012 | Agbogbo et al. |
20120108798 | May 3, 2012 | Wenger et al. |
20120111321 | May 10, 2012 | Nguyen et al. |
20120115192 | May 10, 2012 | Lali et al. |
20120129229 | May 24, 2012 | McBride et al. |
20120129696 | May 24, 2012 | Kohle et al. |
20120135489 | May 31, 2012 | Weydahl |
20120135499 | May 31, 2012 | Bower et al. |
20120135500 | May 31, 2012 | Aehle et al. |
20120142046 | June 7, 2012 | McBride et al. |
20120142065 | June 7, 2012 | Medoff |
20120142068 | June 7, 2012 | Medoff |
20120142886 | June 7, 2012 | Frost |
20120146468 | June 14, 2012 | Uehira et al. |
20120149065 | June 14, 2012 | DaCunha et al. |
20120149077 | June 14, 2012 | Shaw, IV et al. |
20120149949 | June 14, 2012 | Weiner et al. |
20120151827 | June 21, 2012 | Powell et al. |
20120156155 | June 21, 2012 | Dicosimo et al. |
20120156156 | June 21, 2012 | Dicosimo et al. |
20120156157 | June 21, 2012 | DiCosimo et al. |
20120156158 | June 21, 2012 | DiCosimo et al. |
20120156159 | June 21, 2012 | DiCosimo et al. |
20120156160 | June 21, 2012 | DiCosimo et al. |
20120156161 | June 21, 2012 | DiCosimo et al. |
20120156162 | June 21, 2012 | Dicosimo et al. |
20120156741 | June 21, 2012 | Chheda et al. |
20120156754 | June 21, 2012 | Dhawan et al. |
20120157721 | June 21, 2012 | Weiner et al. |
20120157725 | June 21, 2012 | McAuliffe |
20120159839 | June 28, 2012 | Koskinen et al. |
20120159840 | June 28, 2012 | Koskinen et al. |
20120164696 | June 28, 2012 | Yang et al. |
20120164709 | June 28, 2012 | Yang et al. |
20120165517 | June 28, 2012 | Uehira et al. |
20120165562 | June 28, 2012 | Hattendorf et al. |
20120171732 | July 5, 2012 | Norholm et al. |
20120178975 | July 12, 2012 | Weiner et al. |
20120184007 | July 19, 2012 | Picataggio et al. |
20120184020 | July 19, 2012 | Picataggio et al. |
20120190054 | July 26, 2012 | Malten et al. |
20120190076 | July 26, 2012 | Clark et al. |
20120190840 | July 26, 2012 | Weydahl |
20120196338 | August 2, 2012 | Blanchard et al. |
20120199298 | August 9, 2012 | Dyer |
20120199299 | August 9, 2012 | Dyer |
20120208235 | August 16, 2012 | Zhang et al. |
20120209034 | August 16, 2012 | Zhou et al. |
20120210467 | August 16, 2012 | Barton et al. |
20120211184 | August 23, 2012 | Jemaa et al. |
20120214209 | August 23, 2012 | Chotani et al. |
20120216705 | August 30, 2012 | Rogers et al. |
20120220513 | August 30, 2012 | Allesen-Holm et al. |
20120231510 | September 13, 2012 | Rao et al. |
20120237983 | September 20, 2012 | Harlick |
20120237984 | September 20, 2012 | Medoff |
20120238785 | September 20, 2012 | Zhou et al. |
20120245336 | September 27, 2012 | Daly et al. |
20120252085 | October 4, 2012 | Edwards et al. |
20120264107 | October 18, 2012 | Contag |
20120266328 | October 18, 2012 | Gray et al. |
20120266329 | October 18, 2012 | Mathur et al. |
20120270270 | October 25, 2012 | Goedegebuur et al. |
20120270278 | October 25, 2012 | Dhawan et al. |
20120270289 | October 25, 2012 | Jeffries et al. |
20120270298 | October 25, 2012 | Day et al. |
20120273338 | November 1, 2012 | Lee et al. |
20120273339 | November 1, 2012 | Lee et al. |
20120276594 | November 1, 2012 | Voladri et al. |
20120276595 | November 1, 2012 | Cascao-Pereira et al. |
20120277480 | November 1, 2012 | Lee et al. |
20120277481 | November 1, 2012 | Warner et al. |
20120277482 | November 1, 2012 | Lee et al. |
20120277483 | November 1, 2012 | Horton et al. |
20120277485 | November 1, 2012 | Lee et al. |
20120277486 | November 1, 2012 | Warner et al. |
20120277487 | November 1, 2012 | Lee et al. |
20120277488 | November 1, 2012 | Horton et al. |
20120277489 | November 1, 2012 | Scates et al. |
20120277490 | November 1, 2012 | Lee et al. |
20120277491 | November 1, 2012 | Warner et al. |
20120282239 | November 8, 2012 | Kensch |
20120282664 | November 8, 2012 | Kondo et al. |
20120282666 | November 8, 2012 | Noda et al. |
20120283164 | November 8, 2012 | Svendsen et al. |
20120283493 | November 8, 2012 | Olson et al. |
20120289450 | November 15, 2012 | Andersen et al. |
20120289607 | November 15, 2012 | Xiong et al. |
20120291160 | November 15, 2012 | Raab |
20120301944 | November 29, 2012 | Dunn-Coleman et al. |
20120309060 | December 6, 2012 | Medoff |
20120315683 | December 13, 2012 | Mosier et al. |
20120316330 | December 13, 2012 | Zhu et al. |
20120316376 | December 13, 2012 | Medoff |
20120321581 | December 20, 2012 | DiCosimo et al. |
20120322078 | December 20, 2012 | Mcbride et al. |
20120322117 | December 20, 2012 | Anton et al. |
20120322121 | December 20, 2012 | Mosier et al. |
20120323049 | December 20, 2012 | Lee et al. |
20120323050 | December 20, 2012 | Lee et al. |
20120325203 | December 27, 2012 | Griffin et al. |
20120329096 | December 27, 2012 | Foody et al. |
20120329100 | December 27, 2012 | Uraki et al. |
20120329104 | December 27, 2012 | Kim et al. |
20130011886 | January 10, 2013 | Tolan et al. |
20130011887 | January 10, 2013 | Dayton et al. |
20130011895 | January 10, 2013 | Medoff et al. |
20130012424 | January 10, 2013 | Glad et al. |
20130014293 | January 10, 2013 | Lin et al. |
20130023608 | January 24, 2013 | Kellett et al. |
20130029382 | January 31, 2013 | Steffens et al. |
20130030215 | January 31, 2013 | Bui et al. |
20130032466 | February 7, 2013 | Lee et al. |
20130034888 | February 7, 2013 | Aurora et al. |
20130034891 | February 7, 2013 | Fanselow et al. |
20130035516 | February 7, 2013 | Orosco et al. |
20130035518 | February 7, 2013 | Lee et al. |
20130035519 | February 7, 2013 | Lee et al. |
20130035520 | February 7, 2013 | Jevtic et al. |
20130035521 | February 7, 2013 | Orosco et al. |
20130035522 | February 7, 2013 | Orosco et al. |
20130035523 | February 7, 2013 | Lee et al. |
20130035524 | February 7, 2013 | Orosco et al. |
20130035525 | February 7, 2013 | Johnston et al. |
20130040352 | February 14, 2013 | McDaniel et al. |
20130045891 | February 21, 2013 | Beck et al. |
20130046032 | February 21, 2013 | Scates et al. |
20130046119 | February 21, 2013 | Scates et al. |
20130046120 | February 21, 2013 | Zink et al. |
20130052693 | February 28, 2013 | Baidyaroy et al. |
20130052694 | February 28, 2013 | Montalibet et al. |
20130052698 | February 28, 2013 | Yang et al. |
20130052713 | February 28, 2013 | Yang et al. |
20130060070 | March 7, 2013 | Huber et al. |
20130065270 | March 14, 2013 | Bell et al. |
WO 2012/112488 | August 2012 | WO |
- Cui et al. Effect of Cellobiase and surfactant supplementation on the Enzymatic Hydrolysis of Pretreated Wheat Straw, BioResources (2011), vol. 6(4), pp. 3850-3858.
- Arvelakis et al. Simultaneous Thermal Analysis (STA) on Ash from High-Alkali Biomass., Energy & Fuels (2004), vol. 18, pp. 1066-1076.
- Tschirner et al. Recycling of Chemical Pulp From Wheat Straw and Corn Stover., BioResources (2007), vol. 2(4), pp. 536-543.
- Hu et al. The enhancement of enzymatic hydrolysis of lignocellulosic substrates by the addition of accessory enzymes such as xylanase: is it an additive or synergistic effect?, Biotechnology for Biofuels (2011), vol. 4:36, pp. 1 to 13.
- Kinnarinen et al. Influence of enzyme loading on enzymatic hydrolysis of cardboard waste and size distribution of the resulting fiber residue., Bioresource Technology (Epub Mar. 3, 2014), vol. 159, p. 136-142.
- Robertson (2012), Food Packaging. Principles and Practice, Third Edition, CRC Press, p. 258.
- Ioelovich., Waste Paper as Promising Feedstock for Production of Biofuel., Journal of Scientific Research & Reports, Journal of Scientific Research & Reports (Feb. 22, 2014), vol. 3(7), pp. 905-916.
- Chemicool (last viewed on Dec. 1, 2016).
- Zhang, Yi-Heng Percival, and Lee R. Lynd. “Toward an aggregated understanding of enzymatic hydrolysis of cellulose: noncomplexed cellulase systems.” Biotechnology and bioengineering 88.7 (2004): 797-824.
- Fan, L. T., Yong-Hyun Lee, and David H. Beardmore. “Mechanism of the enzymatic hydrolysis of cellulose: effects of major structural features of cellulose on enzymatic hydrolysis.” Biotechnology and Bioengineering 22.1 (1980): 177-199.
- Mandels, Mary, Lloyd Hontz, and John Nystrom. “Enzymatic hydrolysis of waste cellulose.” Biotechnology and Bioengineering 16.11 (2004): 1471-1493.
- Philippidis, George P., Tammy K. Smith, and Charles E. Wyman. “Study of the enzymatic hydrolysis of cellulose for production of fuel ethanol by the simultaneous saccharification and fermentation process.” Biotechnology and bioengineering 41.9 (1993): 846-853.
- Pääkkö, M., et al. “Enzymatic hydrolysis combined with mechanical shearing and high-pressure homogenization for nanoscale cellulose fibrils and strong gels.” Biomacromolecules 8.6 (2007): 1934-1941.
- Yang, Bin, and Charles E. Wyman. “BSA treatment to enhance enzymatic hydrolysis of cellulose in lignin containing substrates.” Biotechnology and Bioengineering 94.4 (2006): 611-617.
- Sun, Ye, and Jiayang Cheng. “Hydrolysis of lignocellulosic materials for ethanol production: a review.” Bioresource technology 83.1 (2002): 1-11.
- Saddler, J. N., et al. “Enzymatic hydrolysis of cellulose and various pretreated wood fractions.” Biotechnology and bioengineering 24.6 (1982): 1389-1402.
- Khodaverdi, Mandi, et al. “Kinetic modeling of rapid enzymatic hydrolysis of crystalline cellulose after pretreatment by NMMO.” Journal of industrial microbiology & biotechnology (2012): 1-10.
- Obama, Patrick, et al. “Combination of enzymatic hydrolysis and ethanol organosolv pretreatments: Effect on lignin structures, delignification yields and cellulose-to-glucose conversion.” Bioresource Technology (2012).
- Wiman, Magnus, et al. “Cellulose accessibility determines the rate of enzymatic hydrolysis of steam-pretreated spruce.” Bioresource Technology (2012).
- Elliston, Adam, et al. “High concentrations of cellulosic ethanol achieved by fed batch semi simultaneous saccharification and fermentation of waste-paper.” Bioresource Technology (2013).
- Kinnarinen, Teemu, et al. “Effect of mixing on enzymatic hydrolysis of cardboard waste: Saccharification yield and subsequent separation of the solid residue using a pressure filter.” Bioresource technology (2012).
- Wang, Lei, Richard Templer, and Richard J. Murphy. “High-solids loading enzymatic hydrolysis of waste papers for biofuel production.” Applied Energy (2012).
- Li, Sujing, Xiaonan Zhang, and John M. Andresen. “Production of fermentable sugars from enzymatic hydrolysis of pretreated municipal solid waste after autoclave process.” Fuel 92.1 (2012): 84-88.
- Dubey, Alok Kumar, et al. “Bioethanol production from waste paper acid pretreated hydrolyzate with xylose fermenting< i> Pichia stipitis</i>.” Carbohydrate Polymers (2012).
- Kinnarinen, Teemu, et al. “Solid-liquid separation of hydrolysates obtained from enzymatic hydrolysis of cardboard waste.” Industrial Crops and Products 38 (2012): 72-80.
- Kang, Li. Bioconversion of Pulp and Paper Mills Sludge and Prehydrolysate Stream into Ethanol and Cellulase Enzyme. Diss. Auburn University, 2011.
- Das, Arpan, et al. “Production of Cellulolytic Enzymes by Aspergillus fumigatus ABK9 in Wheat Bran-Rice Straw Mixed Substrate and Use of Cocktail Enzymes for Deinking of Waste Office Paper Pulp.” Bioresource technology (2012).
- Chen, Hui, et al. “Enzymatic Hydrolysis of Recovered Office Printing Paper with Low Enzyme Dosages to Produce Fermentable Sugars.” Applied biochemistry and biotechnology (2012): 1-16.
- Yan, Shoubao, et al. “Fed batch enzymatic saccharification of food waste improves the sugar concentration in the hydrolysates and eventually the ethanol fermentation by Saccharomyces cerevisiae H058.” Brazilian Archives of Biology and Technology 55.2 (2012): 183-192.
- Arora, Anju, et al. “Effect of Formic Acid and Furfural on the Enzymatic Hydrolysis of Cellulose Powder and Dilute Acid-Pretreated Poplar Hydrolysates.” ACS Sustainable Chemistry & Engineering 1.1 (2012): 23-28.
- Wang, Lei, et al. “Technology performance and economic feasibility of bioethanol production from various waste papers.” Energy & Environmental Science 5.2 (2012): 5717-5730.
- Vazana, Yael, et al. “Designer Cellulosomes for Enhanced Hydrolysis of Cellulosic Substrates.” Cellulases (2012): 429.
- Van Dyk, J. S., and B. I. Pletschke. “A review of lignocellulose bioconversion using enzymatic hydrolysis and synergistic cooperation between enzymes—Factors affecting enzymes, conversion and synergy.” Biotechnology Advances (2012).
- Menind, A., et al. “Pretreatment and usage of pulp and paper industry residues for fuels production and their energetic potential.” International Scientific Conference Biosystems Engineering, Tartu, Estonia, May 10-11, 2012.. vol. 10. No. Special Issue I. Estonian Research Institute of Agriculture, 2012.
- Han, Lirong, et al. “Alkali pretreated of wheat straw and its enzymatic hydrolysis.” Brazilian Journal of Microbiology 43.1 (2012): 53-61.
- Holm, Jana, et al. “Pretreatment of fibre sludge in ionic liquids followed by enzyme and acid catalysed hydrolysis.” Catalysis Today (2012).
- Van Heiningen, Adriaan. “Converting a kraft pulp mill into an integrated forest products biorefinery.” Annual Meeting—Pulp and Paper Technical Association of Canada. vol. 92. No. C. Pulp and Paper Technical Association of Canada; 1999, 2006.
- Zhu, J. Y., and X. J. Pan. “Woody biomass pretreatment for cellulosic ethanol production: technology and energy consumption evaluation.” Bioresource technology 101.13 (2010): 4992-5002.
- Pérez, J., et al. “Biodegradation and biological treatments of cellulose, hemicellulose and lignin: an overview.” International Microbiology 5.2 (2002): 53-63.
- Kadam, Kiran L., Chim Y. Chin, and Lawrence W. Brown. “Flexible biorefinery for producing fermentation sugars, lignin and pulp from corn stover.” Journal of industrial microbiology & biotechnology 35.5 (2008): 331-341.
- Kuhad, Ramesh Chander, and Ajay Singh. “Lignocellulose biotechnology: current and future prospects.” Critical Reviews in Biotechnology 13.2 (1993): 151-172.
- Lawford, Hugh G., and Joyce D. Rousseau. “Production of ethanol from pulp mill hardwood and softwood spent sulfite liquors by genetically engineeredE. coli.” Applied biochemistry and biotechnology 39.1 (1993): 667-685.
- Burchhardt, G., and L. O. Ingram. “Conversion of xylan to ethanol by ethanologenic strains of Escherichia coli and Klebsiella oxytoca.” Applied and environmental microbiology 58.4 (1992): 1128-1133.
- Zhu, J. Y., Ronald Sabo, and Xiaolin Luo. “Integrated production of nano-fibrillated cellulose and cellulosic biofuel (ethanol) by enzymatic fractionation of wood fibers.” Green Chemistry 13.5 (2011): 1339-1344.
- Ichiura, Hideaki, Takuhiro Nakatani, and Yoshito Ohtani. “Separation of pulp and inorganic materials from paper sludge using ionic liquid and centrifugation.” Chemical Engineering Journal 173.1 (2011): 129-134.
- López-Contreras, Ana M., et al. “Utilisation of saccharides in extruded domestic organic waste by Clostridium acetobutylicum ATCC 824 for production of acetone, butanol and ethanol.” Applied microbiology and biotechnology 54.2 (2000): 162-167.
- Zhang, Xiao, et al. “High consistency enzymatic hydrolysis of hardwood substrates.” Bioresource technology 100.23 (2009): 5890-5897.
- Kirk, T. Kent, T. W. Jeffries, and George F. Leatham. “Biotechnology: applications and implications for the pulp and paper industry.” Tappi J 66.5 (1983): 45-51.
- Yamashita, Yuya, et al. “Ethanol production from paper sludge by immobilized Zymomonas mobilis.” Biochemical Engineering Journal 42.3 (2008): 314-319.
- Lee, Sang-Mok, Jianqiang Lin, and Yoon-Mo Koo. “Hydrolysis of Paper Sludge Using Mixed Cellulase System: Enzymtic Hydrolysis of Paper Sludge.” ACS Symposium Series. vol. 830. Washington, DC; American Chemical Society; 1999, 2002.
- Kang, Li, et al. “Enhanced Ethanol Production from De-Ashed Paper Sludge by Simultaneous Saccharification and Fermentation and Simultaneous Saccharification and Co-Fermentation.” BioResources 6.4 (2011): 3791-3808.
- Prasetyo, Joni, and Enoch Y. Park. “Waste paper sludge as a potential biomass for bio-ethanol production.” Korean Journal of Chemical Engineering 30.2 (2013): 253-261.
- Shammas, Nazih K., Lawrence K. Wang, and Mark Landin. “Treatment of Paper Mill Whitewater, Recycling and Recovery of Raw Materials.” Flotation Technology (2010): 221-268.
- Wang, Lei, Richard Templer, and Richard J. Murphy. “A Life Cycle Assessment (LCA) comparison of three management options for waste papers: bioethanol production, recycling and incineration with energy recovery.” Bioresource Technology (2012).
- Kang, Li, Wei Wang, and Yoon Y. Lee. “Bioconversion of kraft paper mill sludges to ethanol by SSF and SSCF.” Applied biochemistry and biotechnology 161.1 (2010): 53-66.
- Pan, Xuejun, et al. “Biorefining of softwoods using ethanol organosolv pulping: Preliminary evaluation of process streams for manufacture of fuel-grade ethanol and co-products.” Biotechnology and Bioengineering 90.4 (2005): 473-481.
- Lark, Nicole, et al. “Production of ethanol from recycled paper sludge using cellulase and yeast, Kluveromyces marxianus” Biomass and Bioenergy 12.2 (1997): 135-143.
- Fan, Zhiliang, et al. “Conversion of paper sludge to ethanol in a semicontinuous solids-fed reactor.” Bioprocess and biosystems engineering 26.2 (2003): 93-101.
- Jeffries, Thomas W., and Richard Schartman. “Bioconversion of secondary fiber fines to ethanol using counter-current enzymatic saccharification and co-fermentation.” Applied biochemistry and biotechnology 78.1 (1999): 435-444.
- Jin, Yongcan, et al. “Green liquor pretreatment of mixed hardwood for ethanol production in a repurposed kraft pulp mill.” Journal of Wood Chemistry and Technology 30.1 (2010): 86-104.
- Fan, Zhiliang, and Lee R. Lynd. “Conversion of paper sludge to ethanol, II: process design and economic analysis.” Bioprocess and biosystems engineering 30.1 (2007): 35-45.
- Da Silva, Roberto, Dong K. Yim, and Yong K. Park. “Application of thermostable xylanases from Humicola sp. for pulp improvement.” Journal of fermentation and bioengineering 77.1 (1994): 109-111.
- Hu, Gang, John A. Heitmann, and Orlando J. Rojas. “Feedstock pretreatment strategies for producing ethanol from wood, bark, and forest residues.” BioResources 3.1 (2008): 270-294.
- Saha, Badal C. “Hemicellulose bioconversion.” Journal of industrial microbiology & biotechnology 30.5 (2003): 279-291.
- Gáspár, Melinda, Gergely Kálmán, and Kati Réczey. “Corn fiber as a raw material for hemicellulose and ethanol production.” Process Biochemistry 42.7 (2007): 1135-1139.
- Zhang, Jiayi, and Lee R. Lynd. “Ethanol production from paper sludge by simultaneous saccharification and co-fermentation using recombinant xylose-fermenting microorganisms.” Biotechnology and bioengineering 107.2 (2010): 235-244.
Type: Grant
Filed: Mar 13, 2015
Date of Patent: Apr 24, 2018
Patent Publication Number: 20150259719
Assignee: The Research Foundation for the State University of New York College of Environmental Science and Forestry (Syracuse, NY)
Inventors: Byeong Cheol Min (Syracuse, NY), Bhavin V. Bhayani (Syracuse, NY), Bandaru V. Ramarao (Fayetteveille, NY)
Primary Examiner: Alexander D Kim
Application Number: 14/656,988